| 1942 |
2023-07-04 |
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis |
link |
Dustin Podell, Zion English,..., Robin Rombach |
| 1820 |
2023-04-20 |
MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models |
link |
Deyao Zhu, Jun Chen,..., Mohamed Elhoseiny |
| 1032 |
2023-07-17 |
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning |
link |
Tri Dao |
| 771 |
2023-05-31 |
Let's Verify Step by Step |
link |
Hunter Lightman, Vineet Kosaraju,..., Karl Cobbe |
| 726 |
2023-07-10 |
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific
Tuning |
link |
Yuwei Guo, Ceyuan Yang,..., Bo Dai |
| 602 |
2023-04-11 |
Teaching Large Language Models to Self-Debug |
link |
Xinyun Chen, Maxwell Lin,..., Denny Zhou |
| 588 |
2023-06-14 |
WizardCoder: Empowering Code Large Language Models with Evol-Instruct |
link |
Ziyang Luo, Can Xu,..., Daxin Jiang |
| 564 |
2023-07-31 |
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world
APIs |
link |
Yujia Qin, Shihao Liang,..., Maosong Sun |
| 559 |
2023-10-17 |
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection |
link |
Akari Asai, Zeqiu Wu,..., Hannaneh Hajishirzi |
| 553 |
2023-09-28 |
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation |
link |
Jiaxiang Tang, Jiawei Ren,..., Gang Zeng |
| 553 |
2023-08-31 |
MVDream: Multi-view Diffusion for 3D Generation |
link |
Yichun Shi, Peng Wang,..., Xiao Yang |
| 489 |
2023-10-05 |
Fine-tuning Aligned Language Models Compromises Safety, Even When Users
Do Not Intend To! |
link |
Xiangyu Qi, Yi Zeng,..., Peter Henderson |
| 458 |
2023-10-03 |
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual
Contexts |
link |
Pan Lu, Hritik Bansal,..., Jianfeng Gao |
| 398 |
2023-08-14 |
ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate |
link |
Chi-Min Chan, Weize Chen,..., Zhiyuan Liu |
| 388 |
2023-10-10 |
SWE-bench: Can Language Models Resolve Real-world Github Issues? |
link |
Carlos E Jimenez, John Yang,..., Karthik R Narasimhan |
| 385 |
2023-09-07 |
SyncDreamer: Generating Multiview-consistent Images from a Single-view Image |
link |
Yuan Liu, Cheng Lin,..., Wenping Wang |
| 379 |
2023-10-03 |
Large Language Models Cannot Self-Correct Reasoning Yet |
link |
Jie Huang, Xinyun Chen,..., Denny Zhou |
| 372 |
2023-11-08 |
LRM: Large Reconstruction Model for Single Image to 3D |
link |
Yicong Hong, Kai Zhang,..., Hao Tan |
| 370 |
2023-10-10 |
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting |
link |
Yong Liu, Tengge Hu,..., Mingsheng Long |
| 347 |
2023-07-25 |
WebArena: A Realistic Web Environment for Building Autonomous Agents |
link |
Shuyan Zhou, Frank F. Xu,..., Graham Neubig |
| 343 |
2023-09-07 |
Large Language Models as Optimizers |
link |
Chengrun Yang, Xuezhi Wang,..., Xinyun Chen |
| 342 |
2023-09-11 |
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning |
link |
Xiang Yue, Xingwei Qu,..., Wenhu Chen |
| 337 |
2023-05-19 |
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing |
link |
Zhibin Gou, Zhihong Shao,..., Weizhu Chen |
| 336 |
2023-06-30 |
Magic123: One Image to High-Quality 3D Object Generation Using
Both 2D and 3D Diffusion Priors |
link |
Guocheng Qian, Jinjie Mai,..., Bernard Ghanem |
| 332 |
2023-06-22 |
Can LLMs Express Their Uncertainty? An Empirical Evaluation of
Confidence Elicitation in LLMs |
link |
Miao Xiong, Zhiyuan Hu,..., Bryan Hooi |
| 317 |
2023-06-20 |
A Simple and Effective Pruning Approach for Large Language
Models |
link |
Mingjie Sun, Zhuang Liu,..., J Zico Kolter |
| 313 |
2023-10-03 |
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models |
link |
Ming Jin, Shiyu Wang,..., Qingsong Wen |
| 300 |
2023-09-21 |
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language
Models |
link |
Longhui Yu, Weisen Jiang,..., Weiyang Liu |
| 293 |
2023-09-15 |
Sparse Autoencoders Find Highly Interpretable Features in Language Models |
link |
Robert Huben, Hoagy Cunningham,..., Lee Sharkey |
| 284 |
2023-10-12 |
Ferret: Refer and Ground Anything Anywhere at Any Granularity |
link |
Haoxuan You, Haotian Zhang,..., Yinfei Yang |
| 283 |
2023-09-28 |
Vision Transformers Need Registers |
link |
Timothée Darcet, Maxime Oquab,..., Piotr Bojanowski |
| 282 |
2023-05-22 |
Training Diffusion Models with Reinforcement Learning |
link |
Kevin Black, Michael Janner,..., Sergey Levine |
| 274 |
2023-10-17 |
Quantifying Language Models' Sensitivity to Spurious Features in Prompt
Design or: How I learned to start worrying about prompt formatting |
link |
Melanie Sclar, Yejin Choi,..., Alane Suhr |
| 268 |
2023-10-19 |
Safe RLHF: Safe Reinforcement Learning from Human Feedback |
link |
Josef Dai, Xuehai Pan,..., Yaodong Yang |
| 260 |
2023-10-09 |
Language Model Beats Diffusion - Tokenizer is key to
visual generation |
link |
Lijun Yu, Jose Lezama,..., Lu Jiang |
| 258 |
2023-10-19 |
Eureka: Human-Level Reward Design via Coding Large Language Models |
link |
Yecheng Jason Ma, William Liang,..., Anima Anandkumar |
| 256 |
2023-10-11 |
Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation |
link |
Yangsibo Huang, Samyak Gupta,..., Danqi Chen |
| 252 |
2023-10-16 |
Llemma: An Open Language Model for Mathematics |
link |
Zhangir Azerbayev, Hailey Schoelkopf,..., Sean Welleck |
| 242 |
2023-08-07 |
AgentBench: Evaluating LLMs as Agents |
link |
Xiao Liu, Hao Yu,..., Jie Tang |
| 241 |
2023-10-10 |
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning |
link |
Mengzhou Xia, Tianyu Gao,..., Danqi Chen |
| 234 |
2023-10-03 |
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language
Models |
link |
Xiaogeng Liu, Nan Xu,..., Chaowei Xiao |
| 233 |
2023-11-10 |
Instant3D: Fast Text-to-3D with Sparse-view Generation and Large Reconstruction
Model |
link |
Jiahao Li, Hao Tan,..., Sai Bi |
| 231 |
2023-07-19 |
TokenFlow: Consistent Diffusion Features for Consistent Video Editing |
link |
Michal Geyer, Omer Bar-Tal,..., Tali Dekel |
| 230 |
2023-10-16 |
Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D
Gaussian Splatting |
link |
Zeyu Yang, Hongye Yang,..., Li Zhang |
| 229 |
2023-07-13 |
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and
Generation |
link |
Yi Wang, Yinan He,..., Yu Qiao |
| 224 |
2023-06-26 |
Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction
Tuning |
link |
Fuxiao Liu, Kevin Lin,..., Lijuan Wang |
| 219 |
2023-09-21 |
The Reversal Curse: LLMs trained on “A is B”
fail to learn “B is A” |
link |
Lukas Berglund, Meg Tong,..., Owain Evans |
| 219 |
2023-02-14 |
Universal Guidance for Diffusion Models |
link |
Arpit Bansal, Hong-Min Chu,..., Tom Goldstein |
| 217 |
2023-05-22 |
ControlVideo: Training-free Controllable Text-to-video Generation |
link |
Yabo Zhang, Yuxiang Wei,..., Qi Tian |
| 217 |
2023-08-12 |
GPT-4 Is Too Smart To Be Safe: Stealthy Chat
with LLMs via Cipher |
link |
Youliang Yuan, Wenxiang Jiao,..., Zhaopeng Tu |
| 215 |
2023-09-20 |
OpenChat: Advancing Open-source Language Models with Mixed-Quality Data |
link |
Guan Wang, Sijie Cheng,..., Yang Liu |
| 209 |
2023-04-18 |
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot
Speech and Singing Synthesizers |
link |
Kai Shen, Zeqian Ju,..., Jiang Bian |
| 209 |
2023-08-31 |
YaRN: Efficient Context Window Extension of Large Language Models |
link |
Bowen Peng, Jeffrey Quesnelle,..., Enrico Shippole |
| 209 |
2023-06-05 |
SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression |
link |
Tim Dettmers, Ruslan A. Svirschevski,..., Dan Alistarh |
| 207 |
2023-02-07 |
Effective Data Augmentation With Diffusion Models |
link |
Brandon Trabucco, Kyle Doherty,..., Ruslan Salakhutdinov |
| 203 |
2023-06-08 |
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning
Optimization |
link |
Yidong Wang, Zhuohao Yu,..., Yue Zhang |
| 198 |
2023-03-02 |
Human Motion Diffusion as a Generative Prior |
link |
Yoni Shafir, Guy Tevet,..., Amit Haim Bermano |
| 197 |
2023-10-03 |
Model Tells You What to Discard: Adaptive KV Cache
Compression for LLMs |
link |
Suyu Ge, Yunan Zhang,..., Jianfeng Gao |
| 196 |
2023-12-25 |
What Makes Good Data for Alignment? A Comprehensive Study
of Automatic Data Selection in Instruction Tuning |
link |
Wei Liu, Weihao Zeng,..., Junxian He |
| 193 |
2023-09-13 |
Statistical Rejection Sampling Improves Preference Optimization |
link |
Tianqi Liu, Yao Zhao,..., Jialu Liu |
| 190 |
2023-09-07 |
Large Language Models Are Not Robust Multiple Choice Selectors |
link |
Chujie Zheng, Hao Zhou,..., Minlie Huang |
| 189 |
2023-05-04 |
Personalize Segment Anything Model with One Shot |
link |
Renrui Zhang, Zhengkai Jiang,..., Hongsheng Li |
| 187 |
2023-08-16 |
Stochastic Controlled Averaging for Federated Learning with Communication Compression |
link |
Xinmeng Huang, Ping Li, Xiaoyun Li |
| 185 |
2023-10-20 |
SALMONN: Towards Generic Hearing Abilities for Large Language Models |
link |
Changli Tang, Wenyi Yu,..., Chao Zhang |
| 185 |
2023-10-03 |
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic
Alignment |
link |
Bin Zhu, Bin Lin,..., Li Yuan |
| 184 |
2023-10-12 |
Prometheus: Inducing Fine-Grained Evaluation Capability in Language Models |
link |
Seungone Kim, Jamin Shin,..., Minjoon Seo |
| 180 |
2023-09-12 |
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image
Generation |
link |
Xingchao Liu, Xiwen Zhang,..., qiang liu |
| 178 |
2023-09-15 |
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful
Prompt Optimizers |
link |
Qingyan Guo, Rui Wang,..., Yujiu Yang |
| 176 |
2023-07-24 |
A Real-World WebAgent with Planning, Long Context Understanding, and
Program Synthesis |
link |
Izzeddin Gur, Hiroki Furuta,..., Aleksandra Faust |
| 176 |
2023-05-26 |
Large Language Models as Tool Makers |
link |
Tianle Cai, Xuezhi Wang,..., Denny Zhou |
| 171 |
2023-10-02 |
Reasoning on Graphs: Faithful and Interpretable Large Language Model
Reasoning |
link |
LINHAO LUO, Yuan-Fang Li,..., Shirui Pan |
| 170 |
2022-08-30 |
The Alignment Problem from a Deep Learning Perspective |
link |
Richard Ngo, Lawrence Chan, Sören Mindermann |
| 168 |
2023-10-20 |
Towards Understanding Sycophancy in Language Models |
link |
Mrinank Sharma, Meg Tong,..., Ethan Perez |
| 165 |
2023-09-14 |
Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large
Language Models that Follow Instructions |
link |
Federico Bianchi, Mirac Suzgun,..., James Zou |
| 163 |
None |
WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex
Instructions |
link |
Can Xu, Qingfeng Sun,..., Daxin Jiang |
| 162 |
2023-08-25 |
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models |
link |
Wenqi Shao, Mengzhao Chen,..., Ping Luo |
| 161 |
2023-10-02 |
Making Retrieval-Augmented Language Models Robust to Irrelevant Context |
link |
Ori Yoran, Tomer Wolfson,..., Jonathan Berant |
| 159 |
2023-09-20 |
DreamLLM: Synergistic Multimodal Comprehension and Creation |
link |
Runpei Dong, Chunrui Han,..., Li Yi |
| 157 |
2023-11-14 |
Fine-Tuning Language Models for Factuality |
link |
Katherine Tian, Eric Mitchell,..., Chelsea Finn |
| 156 |
2023-09-21 |
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset |
link |
Lianmin Zheng, Wei-Lin Chiang,..., Hao Zhang |
| 155 |
2023-12-04 |
The Unlocking Spell on Base LLMs: Rethinking Alignment
via In-Context Learning |
link |
Bill Yuchen Lin, Abhilasha Ravichander,..., Yejin Choi |
| 154 |
2023-10-01 |
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models |
link |
Yiyang Zhou, Chenhang Cui,..., Huaxiu Yao |
| 152 |
2024-05-02 |
WildChat: 1M ChatGPT Interaction Logs in the Wild |
link |
Wenting Zhao, Xiang Ren,..., Yuntian Deng |
| 150 |
2023-10-25 |
Detecting Pretraining Data from Large Language Models |
link |
Weijia Shi, Anirudh Ajith,..., Luke Zettlemoyer |
| 147 |
2023-10-11 |
Evaluating Large Language Models at Evaluating Instruction Following |
link |
Zhiyuan Zeng, Jiatong Yu,..., Danqi Chen |
| 141 |
2023-09-21 |
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models |
link |
Yukang Chen, Shengju Qian,..., Jiaya Jia |
| 141 |
2023-11-15 |
DMV3D: Denoising Multi-view Diffusion Using 3D Large Reconstruction Model |
link |
Yinghao Xu, Hao Tan,..., Kai Zhang |
| 141 |
2023-06-30 |
Provable Robust Watermarking for AI-Generated Text |
link |
Xuandong Zhao, Prabhanjan Vijendra Ananth,..., Yu-Xiang Wang |
| 139 |
2023-10-22 |
Improved Techniques for Training Consistency Models |
link |
Yang Song, Prafulla Dhariwal |
| 139 |
2023-09-25 |
Can LLM-Generated Misinformation Be Detected? |
link |
Canyu Chen, Kai Shu |
| 139 |
2023-07-05 |
Building Cooperative Embodied Agents Modularly with Large Language Models |
link |
Hongxin Zhang, Weihua Du,..., Chuang Gan |
| 139 |
2023-09-27 |
Finite Scalar Quantization: VQ-VAE Made Simple |
link |
Fabian Mentzer, David Minnen,..., Michael Tschannen |
| 139 |
2023-09-07 |
DoLa: Decoding by Contrasting Layers Improves Factuality in Large
Language Models |
link |
Yung-Sung Chuang, Yujia Xie,..., Pengcheng He |
| 138 |
2023-08-15 |
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter
with Code-based Self-Verification |
link |
Aojun Zhou, Ke Wang,..., Hongsheng Li |
| 136 |
2023-05-22 |
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior
of Large Language Models in Knowledge Conflicts |
link |
Jian Xie, Kai Zhang,..., Yu Su |
| 135 |
2023-07-05 |
DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models |
link |
Chong Mou, Xintao Wang,..., Jian Zhang |
| 135 |
2024-01-26 |
SliceGPT: Compress Large Language Models by Deleting Rows and
Columns |
link |
Saleh Ashkboos, Maximilian L. Croci,..., James Hensman |
| 134 |
2023-06-05 |
RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems |
link |
Tianyang Liu, Canwen Xu, Julian McAuley |
| 134 |
2023-09-29 |
Directly Fine-Tuning Diffusion Models on Differentiable Rewards |
link |
Kevin Clark, Paul Vicol,..., David J. Fleet |
| 134 |
2023-07-04 |
Self-Consuming Generative Models Go MAD |
link |
Sina Alemohammad, Josue Casco-Rodriguez,..., Richard Baraniuk |
| 134 |
2023-09-28 |
DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large
Language Models |
link |
Licheng Wen, Daocheng Fu,..., Yu Qiao |
| 132 |
2023-10-03 |
Language Models Represent Space and Time |
link |
Wes Gurnee, Max Tegmark |
| 131 |
2023-09-29 |
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving |
link |
Zhibin Gou, Zhihong Shao,..., Weizhu Chen |
| 129 |
2023-05-18 |
Listen, Think, and Understand |
link |
Yuan Gong, Hongyin Luo,..., James R. Glass |
| 129 |
2023-09-19 |
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and
Language Feedback |
link |
Xingyao Wang, Zihan Wang,..., Heng Ji |
| 128 |
2023-03-14 |
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D
Generation |
link |
Junyoung Seo, Wooseok Jang,..., Seungryong Kim |
| 126 |
2023-09-14 |
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning |
link |
Haozhe Zhao, Zefan Cai,..., Baobao Chang |
| 125 |
2023-09-25 |
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level
Vision |
link |
Haoning Wu, Zicheng Zhang,..., Weisi Lin |
| 125 |
2023-10-25 |
DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior |
link |
Jingxiang Sun, Bo Zhang,..., Yebin Liu |
| 124 |
2023-09-19 |
Language Modeling Is Compression |
link |
Gregoire Deletang, Anian Ruoss,..., Joel Veness |
| 123 |
2023-05-23 |
Sophia: A Scalable Stochastic Second-order Optimizer for Language Model
Pre-training |
link |
Hong Liu, Zhiyuan Li,..., Tengyu Ma |
| 120 |
2023-10-02 |
RA-DIT: Retrieval-Augmented Dual Instruction Tuning |
link |
Xi Victoria Lin, Xilun Chen,..., Wen-tau Yih |
| 119 |
2022-08-04 |
Conformal Risk Control |
link |
Anastasios Nikolas Angelopoulos, Stephen Bates,..., Tal Schuster |
| 119 |
2023-10-31 |
SEINE: Short-to-Long Video Diffusion Model for Generative Transition and
Prediction |
link |
Xinyuan Chen, Yaohui Wang,..., Ziwei Liu |
| 119 |
2023-10-02 |
Making LLaMA SEE and Draw with SEED Tokenizer |
link |
Yuying Ge, Sijie Zhao,..., Ying Shan |
| 118 |
2023-10-26 |
Proving Test Set Contamination in Black-Box Language Models |
link |
Yonatan Oren, Nicole Meister,..., Tatsunori Hashimoto |
| 118 |
2023-10-17 |
VeRA: Vector-based Random Matrix Adaptation |
link |
Dawid Jan Kopiczko, Tijmen Blankevoort, Yuki M Asano |
| 118 |
2023-11-21 |
GAIA: a benchmark for General AI Assistants |
link |
Grégoire Mialon, Clémentine Fourrier,..., Thomas Scialom |
| 117 |
2023-06-21 |
EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations |
link |
Yi-Lun Liao, Brandon M Wood,..., Tess Smidt |
| 116 |
2023-07-26 |
Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language
Models |
link |
Erfan Shayegani, Yue Dong, Nael Abu-Ghazaleh |
| 116 |
2023-10-08 |
Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional
Probability Curvature |
link |
Guangsheng Bao, Yanbin Zhao,..., Yue Zhang |
| 114 |
2023-11-02 |
Vision-Language Foundation Models as Effective Robot Imitators |
link |
Xinghang Li, Minghuan Liu,..., Tao Kong |
| 114 |
2023-02-06 |
Chain of Hindsight aligns Language Models with Feedback |
link |
Hao Liu, Carmelo Sferrazza, Pieter Abbeel |
| 114 |
2023-10-16 |
Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models |
link |
Kevin Black, Mitsuhiko Nakamoto,..., Sergey Levine |
| 113 |
2023-10-12 |
LoftQ: LoRA-Fine-Tuning-aware Quantization for Large Language Models |
link |
Yixiao Li, Yifan Yu,..., Tuo Zhao |
| 113 |
2023-10-19 |
SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in
Both Image Classification and Generation |
link |
Chongyu Fan, Jiancheng Liu,..., Sijia Liu |
| 112 |
2023-08-11 |
Self-Alignment with Instruction Backtranslation |
link |
Xian Li, Ping Yu,..., Mike Lewis |
| 111 |
2023-10-10 |
Understanding the Effects of RLHF on LLM Generalisation and
Diversity |
link |
Robert Kirk, Ishita Mediratta,..., Roberta Raileanu |
| 110 |
2023-09-29 |
Data Filtering Networks |
link |
Alex Fang, Albin Madappally Jose,..., Vaishaal Shankar |
| 109 |
2023-08-02 |
From Sparse to Soft Mixtures of Experts |
link |
Joan Puigcerver, Carlos Riquelme Ruiz,..., Neil Houlsby |
| 109 |
2023-06-07 |
On the Reliability of Watermarks for Large Language Models |
link |
John Kirchenbauer, Jonas Geiping,..., Tom Goldstein |
| 108 |
2023-10-29 |
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection |
link |
Qihang Zhou, Guansong Pang,..., Jiming Chen |
| 108 |
2023-08-21 |
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors |
link |
Weize Chen, Yusheng Su,..., Jie Zhou |
| 107 |
2023-05-07 |
A Variational Perspective on Solving Inverse Problems with Diffusion
Models |
link |
Morteza Mardani, Jiaming Song,..., Arash Vahdat |
| 106 |
2023-08-14 |
OctoPack: Instruction Tuning Code Large Language Models |
link |
Niklas Muennighoff, Qian Liu,..., Shayne Longpre |
| 106 |
2023-10-10 |
Multilingual Jailbreak Challenges in Large Language Models |
link |
Yue Deng, Wenxuan Zhang,..., Lidong Bing |
| 106 |
2024-01-31 |
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval |
link |
Parth Sarthi, Salman Abdullah,..., Christopher D Manning |
| 106 |
2023-11-03 |
EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision |
link |
Jiawei Yang, Boris Ivanovic,..., Yue Wang |
| 106 |
2023-10-04 |
SweetDreamer: Aligning Geometric Priors in 2D diffusion for Consistent
Text-to-3D |
link |
Weiyu Li, Rui Chen,..., Ping Tan |
| 105 |
2023-10-04 |
Reward Model Ensembles Help Mitigate Overoptimization |
link |
Thomas Coste, Usman Anwar,..., David Krueger |
| 105 |
2023-10-24 |
What Algorithms can Transformers Learn? A Study in Length
Generalization |
link |
Hattie Zhou, Arwen Bradley,..., Preetum Nakkiran |
| 104 |
2023-10-08 |
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting |
link |
Defu Cao, Furong Jia,..., Yan Liu |
| 103 |
2024-04-19 |
SaProt: Protein Language Modeling with Structure-aware Vocabulary |
link |
Jin Su, Chenchen Han,..., Fajie Yuan |
| 103 |
2023-06-09 |
Can Large Language Models Infer Causation from Correlation? |
link |
Zhijing Jin, Jiarui Liu,..., Bernhard Schölkopf |
| 103 |
2023-10-19 |
Habitat 3.0: A Co-Habitat for Humans, Avatars, and Robots |
link |
Xavier Puig, Eric Undersander,..., Roozbeh Mottaghi |
| 103 |
2023-05-04 |
ZipIt! Merging Models from Different Tasks without Training |
link |
George Stoica, Daniel Bolya,..., Judy Hoffman |
| 102 |
2023-10-25 |
TD-MPC2: Scalable, Robust World Models for Continuous Control |
link |
Nicklas Hansen, Hao Su, Xiaolong Wang |
| 102 |
2024-02-27 |
When Scaling Meets LLM Finetuning: The Effect of Data,
Model and Finetuning Method |
link |
Biao Zhang, Zhongtao Liu,..., Orhan Firat |
| 102 |
2023-05-31 |
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training |
link |
Yizhi LI, Ruibin Yuan,..., Jie Fu |
| 100 |
2023-09-13 |
RAIN: Your Language Models Can Align Themselves without Finetuning |
link |
Yuhui Li, Fangyun Wei,..., Hongyang Zhang |
| 99 |
2023-09-28 |
Demystifying CLIP Data |
link |
Hu Xu, Saining Xie,..., Christoph Feichtenhofer |
| 99 |
2023-10-18 |
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents |
link |
Xuhui Zhou, Hao Zhu,..., Maarten Sap |
| 99 |
2023-05-25 |
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and
Mitigation |
link |
Niels Mündler, Jingxuan He,..., Martin Vechev |
| 98 |
2023-06-16 |
Is Self-Repair a Silver Bullet for Code Generation? |
link |
Theo X. Olausson, Jeevana Priya Inala,..., Armando Solar-Lezama |
| 98 |
2023-10-09 |
Take a Step Back: Evoking Reasoning via Abstraction in
Large Language Models |
link |
Huaixiu Steven Zheng, Swaroop Mishra,..., Denny Zhou |
| 98 |
2023-08-01 |
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step
Reasoning |
link |
Ning Miao, Yee Whye Teh, Tom Rainforth |
| 97 |
2023-10-01 |
BooookScore: A systematic exploration of book-length summarization in the
era of LLMs |
link |
Yapei Chang, Kyle Lo,..., Mohit Iyyer |
| 97 |
2023-08-16 |
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability
for Time Series |
link |
Chenxi Sun, Hongyan Li,..., Shenda Hong |
| 96 |
None |
The Expressive Power of Transformers with Chain of Thought |
link |
William Merrill, Ashish Sabharwal |
| 95 |
2023-11-20 |
PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and
Shape Prediction |
link |
Peng Wang, Hao Tan,..., Kai Zhang |
| 95 |
2023-10-25 |
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt
Optimization |
link |
Xinyuan Wang, Chenxi Li,..., Zhiting Hu |
| 95 |
2023-08-25 |
Nougat: Neural Optical Understanding for Academic Documents |
link |
Lukas Blecher, Guillem Cucurull,..., Robert Stojnic |
| 95 |
2023-10-12 |
OmniControl: Control Any Joint at Any Time for Human
Motion Generation |
link |
Yiming Xie, Varun Jampani,..., Huaizu Jiang |
| 94 |
2023-09-29 |
One For All: Towards Training One Graph Model For
All Classification Tasks |
link |
Hao Liu, Jiarui Feng,..., Muhan Zhang |
| 94 |
2023-11-08 |
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs |
link |
Shashank Gupta, Vaishnavi Shrivastava,..., Tushar Khot |
| 92 |
2023-10-04 |
MagicDrive: Street View Generation with Diverse 3D Geometry Control |
link |
Ruiyuan Gao, Kai Chen,..., Qiang Xu |
| 91 |
2023-10-23 |
Function Vectors in Large Language Models |
link |
Eric Todd, Millicent Li,..., David Bau |
| 90 |
2023-09-29 |
Can Sensitive Information Be Deleted From LLMs? Objectives for
Defending Against Extraction Attacks |
link |
Vaidehi Patil, Peter Hase, Mohit Bansal |
| 90 |
2023-07-16 |
Solving Inverse Problems with Latent Diffusion Models via Hard
Data Consistency |
link |
Bowen Song, Soo Min Kwon,..., Liyue Shen |
| 90 |
2023-07-20 |
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill
Sets |
link |
Seonghyeon Ye, Doyoung Kim,..., Minjoon Seo |
| 88 |
2023-09-25 |
Identifying the Risks of LM Agents with an LM-Emulated
Sandbox |
link |
Yangjun Ruan, Honghua Dong,..., Tatsunori Hashimoto |
| 88 |
2023-08-07 |
Nearly $d$-Linear Convergence Bounds for Diffusion Models via Stochastic
Localization |
link |
Joe Benton, Valentin De Bortoli,..., George Deligiannidis |
| 88 |
2023-09-27 |
Towards Best Practices of Activation Patching in Language Models:
Metrics and Methods |
link |
Fred Zhang, Neel Nanda |
| 87 |
2024-02-20 |
Chain of Thought Empowers Transformers to Solve Inherently Serial
Problems |
link |
Zhiyuan Li, Hong Liu,..., Tengyu Ma |
| 87 |
2023-10-06 |
Talk like a Graph: Encoding Graphs for Large Language
Models |
link |
Bahare Fatemi, Jonathan Halcrow, Bryan Perozzi |
| 85 |
2023-08-16 |
Time Travel in LLMs: Tracing Data Contamination in Large
Language Models |
link |
Shahriar Golchin, Mihai Surdeanu |
| 85 |
2023-07-11 |
ReLoRA: High-Rank Training Through Low-Rank Updates |
link |
Vladislav Lialin, Sherin Muckatira,..., Anna Rumshisky |
| 85 |
2023-10-05 |
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical
Reasoning |
link |
Ke Wang, Houxing Ren,..., Hongsheng Li |
| 85 |
2023-05-19 |
Multimodal Web Navigation with Instruction-Finetuned Foundation Models |
link |
Hiroki Furuta, Kuang-Huei Lee,..., Izzeddin Gur |
| 84 |
2023-09-11 |
Hypothesis Search: Inductive Reasoning with Language Models |
link |
Ruocheng Wang, Eric Zelikman,..., Noah Goodman |
| 84 |
2023-10-04 |
AdaMerging: Adaptive Model Merging for Multi-Task Learning |
link |
Enneng Yang, Zhenyi Wang,..., Dacheng Tao |
| 82 |
2023-09-26 |
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models |
link |
Yuhui Xu, Lingxi Xie,..., Qi Tian |
| 81 |
2023-10-03 |
Think before you speak: Training Language Models With Pause
Tokens |
link |
Sachin Goyal, Ziwei Ji,..., Vaishnavh Nagarajan |
| 81 |
2023-09-11 |
Pushing Mixture of Experts to the Limit: Extremely Parameter
Efficient MoE for Instruction Tuning |
link |
Ted Zadouri, Ahmet Üstün,..., Sara Hooker |
| 81 |
2023-10-04 |
MetaTool Benchmark for Large Language Models: Deciding Whether to
Use Tools and Which to Use |
link |
Yue Huang, Jiawen Shi,..., Lichao Sun |
| 81 |
2024-01-09 |
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table
Understanding |
link |
Zilong Wang, Hao Zhang,..., Tomas Pfister |
| 81 |
2023-08-03 |
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding
of the Open World |
link |
Weiyun Wang, Min Shi,..., Yu Qiao |
| 81 |
2023-10-23 |
FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling |
link |
Haonan Qiu, Menghan Xia,..., Ziwei Liu |
| 80 |
2023-10-31 |
What's In My Big Data? |
link |
Yanai Elazar, Akshita Bhagia,..., Jesse Dodge |
| 79 |
2023-10-10 |
Uni3D: Exploring Unified 3D Representation at Scale |
link |
Junsheng Zhou, Jinsheng Wang,..., Xinlong Wang |
| 79 |
2023-05-22 |
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting
over Heterogeneous Sources |
link |
Xingxuan Li, Ruochen Zhao,..., Lidong Bing |
| 79 |
2023-12-20 |
Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation |
link |
Hongtao Wu, Ya Jing,..., Tao Kong |
| 78 |
2023-07-07 |
One Step of Gradient Descent is Provably the Optimal
In-Context Learner with One Layer of Linear Self-Attention |
link |
Arvind V. Mahankali, Tatsunori Hashimoto, Tengyu Ma |
| 78 |
2023-05-27 |
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated
Text |
link |
Xianjun Yang, Wei Cheng,..., Haifeng Chen |
| 78 |
2023-10-30 |
Text-to-3D with Classifier Score Distillation |
link |
Xin Yu, Yuan-Chen Guo,..., XIAOJUAN QI |
| 77 |
2023-10-04 |
Retrieval meets Long Context Large Language Models |
link |
Peng Xu, Wei Ping,..., Bryan Catanzaro |
| 77 |
2023-10-16 |
Video Language Planning |
link |
Yilun Du, Sherry Yang,..., Jonathan Tompson |
| 77 |
2023-10-08 |
Scaling Laws of RoPE-based Extrapolation |
link |
Xiaoran Liu, Hang Yan,..., Dahua Lin |
| 77 |
2023-05-22 |
Matcher: Segment Anything with One Shot Using All-Purpose Feature
Matching |
link |
Yang Liu, Muzhi Zhu,..., Chunhua Shen |
| 76 |
2023-09-25 |
Small-scale proxies for large-scale Transformer training instabilities |
link |
Mitchell Wortsman, Peter J Liu,..., Simon Kornblith |
| 76 |
2023-02-15 |
Learning Performance-Improving Code Edits |
link |
Alexander G Shypula, Aman Madaan,..., Amir Yazdanbakhsh |
| 76 |
2023-09-29 |
Guiding Instruction-based Image Editing via Multimodal Large Language Models |
link |
Tsu-Jui Fu, Wenze Hu,..., Zhe Gan |
| 76 |
2023-10-12 |
DistillSpec: Improving Speculative Decoding via Knowledge Distillation |
link |
Yongchao Zhou, Kaifeng Lyu,..., Rishabh Agarwal |
| 76 |
None |
LLaMA-Adapter: Efficient Fine-tuning of Large Language Models with Zero-initialized
Attention |
link |
Renrui Zhang, Jiaming Han,..., Peng Gao |
| 75 |
2023-07-06 |
FITS: Modeling Time Series with $10k$ Parameters |
link |
Zhijian Xu, Ailing Zeng, Qiang Xu |
| 75 |
2023-07-07 |
Teaching Arithmetic to Small Transformers |
link |
Nayoung Lee, Kartik Sreenivasan,..., Dimitris Papailiopoulos |
| 75 |
2024-05-23 |
TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting |
link |
Shiyu Wang, Haixu Wu,..., JUN ZHOU |
| 74 |
2024-02-06 |
INSIDE: LLMs' Internal States Retain the Power of Hallucination
Detection |
link |
Chao Chen, Kai Liu,..., Jieping Ye |
| 73 |
2023-08-17 |
Linearity of Relation Decoding in Transformer Language Models |
link |
Evan Hernandez, Arnab Sen Sharma,..., David Bau |
| 73 |
2023-09-28 |
Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse
Divergence Constraints |
link |
Chaoqi Wang, Yibo Jiang,..., Yuxin Chen |
| 73 |
2023-10-10 |
OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text |
link |
Keiran Paster, Marco Dos Santos,..., Jimmy Ba |
| 73 |
2023-09-19 |
PoSE: Efficient Context Window Extension of LLMs via Positional
Skip-wise Training |
link |
Dawei Zhu, Nan Yang,..., Sujian Li |
| 72 |
None |
ModernTCN: A Modern Pure Convolution Structure for General Time
Series Analysis |
link |
Luo donghao, wang xue |
| 72 |
2023-10-16 |
Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion
Models? |
link |
Yu-Lin Tsai, Chia-Yi Hsu,..., Chun-Ying Huang |
| 72 |
2023-12-21 |
The Truth is in There: Improving Reasoning in Language
Models with Layer-Selective Rank Reduction |
link |
Pratyusha Sharma, Jordan T. Ash, Dipendra Misra |
| 71 |
2023-06-01 |
Vocos: Closing the gap between time-domain and Fourier-based neural
vocoders for high-quality audio synthesis |
link |
Hubert Siuzdak |
| 71 |
2023-03-10 |
Tag2Text: Guiding Vision-Language Model via Image Tagging |
link |
Xinyu Huang, Youcai Zhang,..., Lei Zhang |
| 70 |
2023-10-09 |
Interpreting CLIP's Image Representation via Text-Based Decomposition |
link |
Yossi Gandelsman, Alexei A Efros, Jacob Steinhardt |
| 70 |
2023-10-11 |
Beyond Memorization: Violating Privacy via Inference with Large Language
Models |
link |
Robin Staab, Mark Vero,..., Martin Vechev |
| 70 |
2023-10-02 |
GenSim: Generating Robotic Simulation Tasks via Large Language Models |
link |
Lirui Wang, Yiyang Ling,..., Xiaolong Wang |
| 70 |
2023-10-09 |
NEFTune: Noisy Embeddings Improve Instruction Finetuning |
link |
Neel Jain, Ping-yeh Chiang,..., Tom Goldstein |
| 70 |
2023-06-13 |
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language
Models |
link |
Yin Fang, Xiaozhuan Liang,..., Huajun Chen |
| 70 |
2023-06-23 |
On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes |
link |
Rishabh Agarwal, Nino Vieillard,..., Olivier Bachem |
| 69 |
2023-10-12 |
Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language
Models with Hypothesis Refinement |
link |
Linlu Qiu, Liwei Jiang,..., Xiang Ren |
| 69 |
2023-10-05 |
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction |
link |
Oscar Sainz, Iker García-Ferrero,..., Eneko Agirre |
| 68 |
2023-10-14 |
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent
Space |
link |
Hengrui Zhang, Jiani Zhang,..., George Karypis |
| 68 |
2023-10-03 |
Large Language Models as Analogical Reasoners |
link |
Michihiro Yasunaga, Xinyun Chen,..., Denny Zhou |
| 67 |
2023-10-27 |
Can LLMs Keep a Secret? Testing Privacy
Implications of Language Models via Contextual Integrity Theory |
link |
Niloofar Mireshghallah, Hyunwoo Kim,..., Yejin Choi |
| 67 |
2023-11-02 |
Tensor Trust: Interpretable Prompt Injection Attacks from an Online
Game |
link |
Sam Toyer, Olivia Watkins,..., Stuart Russell |
| 67 |
2023-10-09 |
Generative Judge for Evaluating Alignment |
link |
Junlong Li, Shichao Sun,..., Pengfei Liu |
| 67 |
2023-10-26 |
Noise-free Score Distillation |
link |
Oren Katzir, Or Patashnik,..., Dani Lischinski |
| 67 |
None |
Adapting Large Language Models via Reading Comprehension |
link |
Daixuan Cheng, Shaohan Huang, Furu Wei |
| 66 |
2023-05-31 |
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation
Learning |
link |
Xiaoxin He, Xavier Bresson,..., Bryan Hooi |
| 66 |
2024-04-22 |
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing |
link |
Dujian Ding, Ankur Mallick,..., Ahmed Hassan Awadallah |
| 66 |
2023-10-19 |
Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning |
link |
Juan Rocamonde, Victoriano Montesinos,..., David Lindner |
| 66 |
2023-10-09 |
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing |
link |
Yuren Cong, Mengmeng Xu,..., Sen He |
| 65 |
2023-10-03 |
SE(3)-Stochastic Flow Matching for Protein Backbone Generation |
link |
Joey Bose, Tara Akhound-Sadegh,..., Alexander Tong |
| 65 |
2023-10-12 |
ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models |
link |
Yingqing He, Shaoshu Yang,..., Ying Shan |
| 65 |
2023-09-11 |
Does Writing with Language Models Reduce Content Diversity? |
link |
Vishakh Padmakumar, He He |
| 65 |
2023-05-30 |
HIFA: High-fidelity Text-to-3D Generation with Advanced Diffusion Guidance |
link |
Junzhe Zhu, Peiye Zhuang, Sanmi Koyejo |
| 64 |
2023-10-10 |
Lemur: Harmonizing Natural Language and Code for Language Agents |
link |
Yiheng Xu, Hongjin SU,..., Tao Yu |
| 64 |
2023-10-07 |
Label-free Node Classification on Graphs with Large Language Models
(LLMs) |
link |
Zhikai Chen, Haitao Mao,..., Jiliang Tang |
| 64 |
2022-06-20 |
LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient
Inference in Large-Scale Generative Language Models |
link |
Gunho Park, Baeseong park,..., Dongsoo Lee |
| 63 |
2023-11-06 |
AnyText: Multilingual Visual Text Generation and Editing |
link |
Yuxiang Tuo, Wangmeng Xiang,..., Xuansong Xie |
| 63 |
2023-08-04 |
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization |
link |
Weiran Yao, Shelby Heinecke,..., Silvio Savarese |
| 63 |
None |
RECOMP: Improving Retrieval-Augmented LMs with Context Compression and Selective
Augmentation |
link |
Fangyuan Xu, Weijia Shi, Eunsol Choi |
| 63 |
2023-10-20 |
An LLM can Fool Itself: A Prompt-Based Adversarial Attack |
link |
Xilie Xu, Keyi Kong,..., Mohan Kankanhalli |
| 62 |
2023-06-15 |
KoLA: Carefully Benchmarking World Knowledge of Large Language Models |
link |
Jifan Yu, Xiaozhi Wang,..., Juanzi Li |
| 62 |
2023-07-13 |
In-context Autoencoder for Context Compression in a Large Language
Model |
link |
Tao Ge, Hu Jing,..., Furu Wei |
| 62 |
2023-06-21 |
DreamTime: An Improved Optimization Strategy for Diffusion-Guided 3D Generation |
link |
Yukun Huang, Jianan Wang,..., Lei Zhang |
| 61 |
2023-10-17 |
Zipformer: A faster and better encoder for automatic speech
recognition |
link |
Zengwei Yao, Liyong Guo,..., Daniel Povey |
| 61 |
2023-09-14 |
Unified Human-Scene Interaction via Prompted Chain-of-Contacts |
link |
Zeqi Xiao, Tai Wang,..., Jiangmiao Pang |
| 61 |
2023-10-27 |
Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for
Text-to-Image Generation |
link |
Jaemin Cho, Yushi Hu,..., Su Wang |
| 61 |
2023-06-09 |
FasterViT: Fast Vision Transformers with Hierarchical Attention |
link |
Ali Hatamizadeh, Greg Heinrich,..., Pavlo Molchanov |
| 60 |
2023-10-02 |
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction |
link |
Size Wu, Wenwei Zhang,..., Chen Change Loy |
| 60 |
2023-08-08 |
SILO Language Models: Isolating Legal Risk In a Nonparametric
Datastore |
link |
Sewon Min, Suchin Gururangan,..., Luke Zettlemoyer |
| 60 |
2023-09-13 |
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions,
and Simplicity Bias in MLMs |
link |
Angelica Chen, Ravid Shwartz-Ziv,..., Naomi Saphra |
| 60 |
2023-11-21 |
Mechanistically analyzing the effects of fine-tuning on procedurally defined
tasks |
link |
Samyak Jain, Robert Kirk,..., David Krueger |
| 60 |
2023-10-31 |
The Generative AI Paradox: “What It Can Create, It
May Not Understand” |
link |
Peter West, Ximing Lu,..., Yejin Choi |
| 59 |
2023-03-10 |
Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems |
link |
Hyungjin Chung, Suhyeon Lee, Jong Chul Ye |
| 59 |
2023-10-09 |
HyperAttention: Long-context Attention in Near-Linear Time |
link |
Insu Han, Rajesh Jayaram,..., Amir Zandieh |
| 58 |
2023-02-07 |
Flow Matching on General Geometries |
link |
Ricky T. Q. Chen, Yaron Lipman |
| 58 |
2023-08-31 |
SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models |
link |
Xin Zhang, Dong Zhang,..., Xipeng Qiu |
| 57 |
2023-10-04 |
Generalization in diffusion models arises from geometry-adaptive harmonic representations |
link |
Zahra Kadkhodaie, Florentin Guth,..., Stéphane Mallat |
| 57 |
2023-10-12 |
Circuit Component Reuse Across Tasks in Transformer Language Models |
link |
Jack Merullo, Carsten Eickhoff, Ellie Pavlick |
| 57 |
2023-08-08 |
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions |
link |
Juncheng Li, Kaihang Pan,..., Yueting Zhuang |
| 57 |
2023-12-08 |
Zoology: Measuring and Improving Recall in Efficient Language
Models |
link |
Simran Arora, Sabri Eyuboglu,..., Christopher Re |
| 57 |
2023-09-29 |
Denoising Diffusion Bridge Models |
link |
Linqi Zhou, Aaron Lou,..., Stefano Ermon |
| 57 |
2023-10-09 |
Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching |
link |
Ziyao Guo, Kai Wang,..., Yang You |
| 56 |
2023-10-06 |
ReLU Strikes Back: Exploiting Activation Sparsity in Large Language
Models |
link |
Seyed Iman Mirzadeh, Keivan Alizadeh-Vahid,..., Mehrdad Farajtabar |
| 56 |
2023-08-07 |
UniversalNER: Targeted Distillation from Large Language Models for Open
Named Entity Recognition |
link |
Wenxuan Zhou, Sheng Zhang,..., Hoifung Poon |
| 56 |
2023-11-06 |
Consistent4D: Consistent 360° Dynamic Object Generation from Monocular Video |
link |
Yanqin Jiang, Li Zhang,..., Yao Yao |
| 55 |
2023-10-02 |
SmartPlay : A Benchmark for LLMs as Intelligent Agents |
link |
Yue Wu, Xuan Tang,..., Yuanzhi Li |
| 54 |
2023-11-28 |
Manifold Preserving Guided Diffusion |
link |
Yutong He, Naoki Murata,..., Stefano Ermon |
| 54 |
2024-01-19 |
Knowledge Fusion of Large Language Models |
link |
Fanqi Wan, Xinting Huang,..., Shuming Shi |
| 54 |
2023-05-23 |
VDT: General-purpose Video Diffusion Transformers via Mask Modeling |
link |
Haoyu Lu, Guoxing Yang,..., Mingyu Ding |
| 54 |
2023-11-10 |
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization |
link |
Weiyang Liu, Zeju Qiu,..., Bernhard Schölkopf |
| 53 |
2023-10-01 |
LEGO-Prover: Neural Theorem Proving with Growing Libraries |
link |
Haiming Wang, Huajian Xin,..., Xiaodan Liang |
| 53 |
2023-09-28 |
At Which Training Stage Does Code Data Help LLMs
Reasoning? |
link |
YINGWEI MA, Yue Liu,..., Shanshan Li |
| 53 |
2023-02-12 |
Single Motion Diffusion |
link |
Sigal Raab, Inbal Leibovitch,..., Daniel Cohen-Or |
| 53 |
2023-07-15 |
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model
on Knowledge Graph |
link |
Jiashuo Sun, Chengjin Xu,..., Jian Guo |
| 53 |
2023-09-29 |
LLM-grounded Video Diffusion Models |
link |
Long Lian, Baifeng Shi,..., Boyi Li |
| 53 |
2023-11-24 |
Universal Jailbreak Backdoors from Poisoned Human Feedback |
link |
Javier Rando, Florian Tramèr |
| 52 |
2024-05-29 |
Large Brain Model for Learning Generic Representations with Tremendous
EEG Data in BCI |
link |
Weibang Jiang, Liming Zhao, Bao-liang Lu |
| 52 |
2023-11-03 |
RT-Trajectory: Robotic Task Generalization via Hindsight Trajectory Sketches |
link |
Jiayuan Gu, Sean Kirmani,..., Ted Xiao |
| 52 |
2023-10-04 |
Kosmos-G: Generating Images in Context with Multimodal Large Language
Models |
link |
Xichen Pan, Li Dong,..., Furu Wei |
| 52 |
2023-09-18 |
Understanding Catastrophic Forgetting in Language Models via Implicit Inference |
link |
Suhas Kotha, Jacob Mitchell Springer, Aditi Raghunathan |
| 52 |
2023-06-16 |
Conformal Language Modeling |
link |
Victor Quach, Adam Fisch,..., Regina Barzilay |
| 52 |
2023-09-29 |
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized
Toolsets |
link |
Lifan Yuan, Yangyi Chen,..., Heng Ji |
| 52 |
None |
Diffusion Posterior Sampling for Linear Inverse Problem Solving: A
Filtering Perspective |
link |
Zehao Dou, Yang Song |
| 52 |
2023-10-12 |
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion |
link |
Xian Liu, Jian Ren,..., Sergey Tulyakov |
| 51 |
2023-10-26 |
Large Language Models as Generalizable Policies for Embodied Tasks |
link |
Andrew Szot, Max Schwarzer,..., Alexander T Toshev |
| 51 |
2023-10-10 |
A Semantic Invariant Robust Watermark for Large Language Models |
link |
Aiwei Liu, Leyi Pan,..., Lijie Wen |
| 51 |
2024-02-15 |
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring
the Design of Next-generation Neuromorphic Chips |
link |
Man Yao, JiaKui Hu,..., Guoqi Li |
| 51 |
2022-11-07 |
MogaNet: Multi-order Gated Aggregation Network |
link |
Siyuan Li, Zedong Wang,..., Stan Z. Li |
| 50 |
2023-10-02 |
DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and
Diffusion Models |
link |
Yongchan Kwon, Eric Wu,..., James Zou |
| 50 |
2024-03-18 |
Improving LoRA in Privacy-preserving Federated Learning |
link |
Youbang Sun, Zitao Li,..., Bolin Ding |
| 50 |
2024-02-06 |
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text |
link |
Nate Gruver, Anuroop Sriram,..., Zachary Ward Ulissi |
| 50 |
2023-06-06 |
Turning large language models into cognitive models |
link |
Marcel Binz, Eric Schulz |
| 50 |
2023-09-29 |
Motif: Intrinsic Motivation from Artificial Intelligence Feedback |
link |
Martin Klissarov, Pierluca D'Oro,..., Mikael Henaff |
| 50 |
2023-09-21 |
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation |
link |
Xinyu Tang, Richard Shin,..., Robert Sim |
| 49 |
2023-07-18 |
Overthinking the Truth: Understanding how Language Models Process False
Demonstrations |
link |
Danny Halawi, Jean-Stanislas Denain, Jacob Steinhardt |
| 49 |
2023-10-10 |
Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models |
link |
Fei Shen, Hu Ye,..., Yang Wei |
| 49 |
2023-10-04 |
Large Language Model Cascades with Mixture of Thought Representations
for Cost-Efficient Reasoning |
link |
Murong Yue, Jie Zhao,..., Ziyu Yao |
| 49 |
2024-02-22 |
Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity
Tracking |
link |
Nikhil Prakash, Tamar Rott Shaham,..., David Bau |
| 49 |
2022-09-08 |
Exploring Target Representations for Masked Autoencoders |
link |
xingbin liu, Jinghao Zhou,..., Rongrong Ji |
| 48 |
2024-02-22 |
Cameras as Rays: Pose Estimation via Ray Diffusion |
link |
Jason Y. Zhang, Amy Lin,..., Shubham Tulsiani |
| 48 |
2023-10-12 |
How Many Pretraining Tasks Are Needed for In-Context Learning
of Linear Regression? |
link |
Jingfeng Wu, Difan Zou,..., Peter Bartlett |
| 48 |
2023-12-13 |
Distributional Preference Learning: Understanding and Accounting for Hidden Context
in RLHF |
link |
Anand Siththaranjan, Cassidy Laidlaw, Dylan Hadfield-Menell |
| 48 |
2023-05-24 |
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge |
link |
Beomsu Kim, Gihyun Kwon,..., Jong Chul Ye |
| 48 |
2023-12-06 |
DiffusionSat: A Generative Foundation Model for Satellite Imagery |
link |
Samar Khanna, Patrick Liu,..., Stefano Ermon |
| 48 |
2023-06-13 |
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control |
link |
Longtao Zheng, Rundong Wang,..., Bo An |
| 48 |
2023-10-12 |
QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language
Models |
link |
Jing Liu, Ruihao Gong,..., Bohan Zhuang |
| 47 |
2023-09-25 |
LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language
Models |
link |
Ahmad Faiz, Sotaro Kaneda,..., Lei Jiang |
| 47 |
2023-10-24 |
MuSR: Testing the Limits of Chain-of-thought with Multistep Soft
Reasoning |
link |
Zayne Rea Sprague, Xi Ye,..., Greg Durrett |
| 47 |
2023-09-28 |
A Benchmark for Learning to Translate a New Language
from One Grammar Book |
link |
Garrett Tanzer, Mirac Suzgun,..., Luke Melas-Kyriazi |
| 47 |
2023-07-03 |
Improved sampling via learned diffusions |
link |
Lorenz Richter, Julius Berner |
| 47 |
2023-10-13 |
Vision-by-Language for Training-Free Compositional Image Retrieval |
link |
Shyamgopal Karthik, Karsten Roth,..., Zeynep Akata |
| 47 |
2023-09-28 |
Human Feedback is not Gold Standard |
link |
Tom Hosking, Phil Blunsom, Max Bartolo |
| 47 |
2023-09-20 |
A Paradigm Shift in Machine Translation: Boosting Translation Performance
of Large Language Models |
link |
Haoran Xu, Young Jin Kim,..., Hany Hassan Awadalla |
| 47 |
2023-05-24 |
Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large
Language Models |
link |
Sheng Shen, Le Hou,..., Denny Zhou |
| 47 |
2023-11-02 |
Copilot4D: Learning Unsupervised World Models for Autonomous Driving via
Discrete Diffusion |
link |
Lunjun Zhang, Yuwen Xiong,..., Raquel Urtasun |
| 47 |
2023-03-16 |
Rethinking Model Ensemble in Transfer-based Adversarial Attacks |
link |
Huanran Chen, Yichi Zhang,..., Jun Zhu |
| 46 |
2023-12-03 |
The mechanistic basis of data dependence and abrupt learning
in an in-context classification task |
link |
Gautam Reddy |
| 46 |
2024-07-31 |
Detecting, Explaining, and Mitigating Memorization in Diffusion Models |
link |
Yuxin Wen, Yuchen Liu,..., Lingjuan Lyu |
| 46 |
2023-08-23 |
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages |
link |
Jinyi Hu, Yuan Yao,..., Maosong Sun |
| 46 |
2023-10-19 |
An Emulator for Fine-tuning Large Language Models using Small
Language Models |
link |
Eric Mitchell, Rafael Rafailov,..., Christopher D Manning |
| 46 |
2023-09-29 |
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt
Engineering |
link |
Han Zhou, Xingchen Wan,..., Subhrajit Roy |
| 46 |
2023-09-26 |
How to Catch an AI Liar: Lie Detection in
Black-Box LLMs by Asking Unrelated Questions |
link |
Lorenzo Pacchiardi, Alex James Chan,..., Jan M. Brauner |
| 46 |
2023-10-16 |
How Do Transformers Learn In-Context Beyond Simple Functions? A
Case Study on Learning with Representations |
link |
Tianyu Guo, Wei Hu,..., Yu Bai |
| 46 |
2024-03-04 |
Diffusion-TS: Interpretable Diffusion for General Time Series Generation |
link |
Xinyu Yuan, Yan Qiao |
| 45 |
2023-10-16 |
In-Context Pretraining: Language Modeling Beyond Document Boundaries |
link |
Weijia Shi, Sewon Min,..., Mike Lewis |
| 45 |
None |
DSPy: Compiling Declarative Language Model Calls into State-of-the-Art Pipelines |
link |
Omar Khattab, Arnav Singhvi,..., Christopher Potts |
| 45 |
2023-06-20 |
Evaluating the Zero-shot Robustness of Instruction-tuned Language Models |
link |
Jiuding Sun, Chantal Shaib, Byron C Wallace |
| 45 |
2024-02-06 |
The Hedgehog & the Porcupine: Expressive Linear Attentions with
Softmax Mimicry |
link |
Michael Zhang, Kush Bhatia,..., Christopher Re |
| 45 |
2023-06-30 |
Learning Delays in Spiking Neural Networks using Dilated Convolutions
with Learnable Spacings |
link |
Ilyass Hammouamri, Ismail Khalfaoui-Hassani, Timothée Masquelier |
| 45 |
2023-10-20 |
ToolChain: Efficient Action Space Navigation in Large Language Models
with A Search |
link |
Yuchen Zhuang, Xiang Chen,..., Chao Zhang |
| 44 |
2023-05-18 |
Deep Temporal Graph Clustering |
link |
Meng Liu, Yue Liu,..., Xinwang Liu |
| 44 |
2023-05-05 |
DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation |
link |
Hong Chen, Yipeng Zhang,..., Wenwu Zhu |
| 44 |
2023-02-02 |
Neural Common Neighbor with Completion for Link Prediction |
link |
Xiyuan Wang, Haotong Yang, Muhan Zhang |
| 44 |
2023-10-26 |
The Expressive Power of Low-Rank Adaptation |
link |
Yuchen Zeng, Kangwook Lee |
| 44 |
2023-08-06 |
Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors
by Generating Camouflaged Objects |
link |
Chunming He, Kai Li,..., Fisher Yu |
| 43 |
2023-11-11 |
Finetuning Text-to-Image Diffusion Models for Fairness |
link |
Xudong Shen, Chao Du,..., Mohan Kankanhalli |
| 43 |
2023-03-08 |
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data
Pruning |
link |
Ziheng Qin, Kai Wang,..., Yang You |
| 43 |
2023-10-06 |
Confronting Reward Model Overoptimization with Constrained RLHF |
link |
Ted Moskovitz, Aaditya K Singh,..., Stephen Marcus McAleer |
| 43 |
2023-10-23 |
Matryoshka Diffusion Models |
link |
Jiatao Gu, Shuangfei Zhai,..., Navdeep Jaitly |
| 42 |
2023-10-06 |
Amortizing intractable inference in large language models |
link |
Edward J Hu, Moksh Jain,..., Nikolay Malkin |
| 42 |
2023-09-22 |
Unbiased Watermark for Large Language Models |
link |
Zhengmian Hu, Lichang Chen,..., Heng Huang |
| 42 |
2024-02-06 |
Large Language Models to Enhance Bayesian Optimization |
link |
Tennison Liu, Nicolás Astorga,..., Mihaela van der Schaar |
| 42 |
2023-05-19 |
LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation |
link |
Suhyeon Lee, Won Jun Kim,..., Jong Chul Ye |
| 42 |
None |
Functional Interpolation for Relative Positions improves Long Context Transformers |
link |
Shanda Li, Chong You,..., Srinadh Bhojanapalli |
| 42 |
2024-03-15 |
FeatUp: A Model-Agnostic Framework for Features at Any Resolution |
link |
Stephanie Fu, Mark Hamilton,..., William T. Freeman |
| 42 |
2023-05-26 |
Training Socially Aligned Language Models on Simulated Social Interactions |
link |
Ruibo Liu, Ruixin Yang,..., Soroush Vosoughi |
| 42 |
2023-06-01 |
Consistency-guided Prompt Learning for Vision-Language Models |
link |
Shuvendu Roy, Ali Etemad |
| 41 |
2023-09-30 |
On the Stability of Iterative Retraining of Generative Models
on their own Data |
link |
Quentin Bertrand, Joey Bose,..., Gauthier Gidel |
| 41 |
2024-01-16 |
Real3D-Portrait: One-shot Realistic 3D Talking Portrait Synthesis |
link |
Zhenhui Ye, Tianyun Zhong,..., Zhou Zhao |
| 41 |
2023-11-20 |
LQ-LoRA: Low-rank plus Quantized Matrix Decomposition for Efficient Language
Model Finetuning |
link |
Han Guo, Philip Greengard,..., Yoon Kim |
| 41 |
2023-10-18 |
Brain decoding: toward real-time reconstruction of visual perception |
link |
Yohann Benchetrit, Hubert Banville, Jean-Remi King |
| 41 |
2024-03-20 |
BadEdit: Backdooring Large Language Models by Model Editing |
link |
Yanzhou Li, Tianlin Li,..., Yang Liu |
| 41 |
2023-10-12 |
Transformers as Decision Makers: Provable In-Context Reinforcement Learning via
Supervised Pretraining |
link |
Licong Lin, Yu Bai, Song Mei |
| 41 |
2023-10-02 |
Linear attention is (maybe) all you need (to understand
Transformer optimization) |
link |
Kwangjun Ahn, Xiang Cheng,..., Suvrit Sra |
| 41 |
2023-10-16 |
Towards image compression with perfect realism at ultra-low bitrates |
link |
Marlene Careil, Matthew J. Muckley,..., Stéphane Lathuilière |
| 41 |
None |
PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of
Code |
link |
Xuan Ju, Ailing Zeng,..., Qiang Xu |
| 40 |
2019-02-14 |
CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater
Sample Efficiency and Simplicity |
link |
Aditya Bhatt, Daniel Palenicek,..., Jan Peters |
| 40 |
2023-09-20 |
Text2Reward: Reward Shaping with Language Models for Reinforcement Learning |
link |
Tianbao Xie, Siheng Zhao,..., Tao Yu |
| 40 |
2023-10-13 |
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions
with Representative Sub-modules |
link |
Hung Le, Hailin Chen,..., Shafiq Joty |
| 40 |
2023-10-02 |
ImagenHub: Standardizing the evaluation of conditional image generation models |
link |
Max Ku, Tianle Li,..., Wenhu Chen |
| 39 |
2023-09-29 |
DyVal: Dynamic Evaluation of Large Language Models for Reasoning
Tasks |
link |
Kaijie Zhu, Jiaao Chen,..., Xing Xie |
| 39 |
2023-10-06 |
Universal Humanoid Motion Representations for Physics-Based Control |
link |
Zhengyi Luo, Jinkun Cao,..., Weipeng Xu |
| 39 |
2023-07-31 |
AntGPT: Can Large Language Models Help Long-term Action Anticipation
from Videos? |
link |
Qi Zhao, Shijie Wang,..., Chen Sun |
| 39 |
2023-03-08 |
Magnushammer: A Transformer-Based Approach to Premise Selection |
link |
Maciej Mikuła, Szymon Tworkowski,..., Yuhuai Wu |
| 39 |
2023-09-29 |
PB-LLM: Partially Binarized Large Language Models |
link |
Zhihang Yuan, Yuzhang Shang, Zhen Dong |
| 39 |
2023-12-14 |
Successor Heads: Recurring, Interpretable Attention Heads In The Wild |
link |
Rhys Gould, Euan Ong,..., Arthur Conmy |
| 39 |
2023-08-24 |
Bayesian Low-rank Adaptation for Large Language Models |
link |
Adam X. Yang, Maxime Robeyns,..., Laurence Aitchison |
| 39 |
2023-10-02 |
Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models |
link |
Hyeonho Jeong, Jong Chul Ye |
| 39 |
2023-10-10 |
GeoLLM: Extracting Geospatial Knowledge from Large Language Models |
link |
Rohin Manvi, Samar Khanna,..., Stefano Ermon |
| 39 |
2023-05-23 |
Language Model Self-improvement by Reinforcement Learning Contemplation |
link |
Jing-Cheng Pang, Pengyuan Wang,..., Yang Yu |
| 38 |
2023-09-04 |
Relay Diffusion: Unifying diffusion process across resolutions for image
synthesis |
link |
Jiayan Teng, Wendi Zheng,..., Jie Tang |
| 38 |
2024-01-25 |
An Extensible Framework for Open Heterogeneous Collaborative Perception |
link |
Yifan Lu, Yue Hu,..., Siheng Chen |
| 38 |
2024-01-25 |
Towards 3D Molecule-Text Interpretation in Language Models |
link |
Sihang Li, Zhiyuan Liu,..., Qi Tian |
| 38 |
2023-09-17 |
OWL: A Large Language Model for IT Operations |
link |
Hongcheng Guo, Jian Yang,..., Zhoujun Li |
| 38 |
2024-01-23 |
ARGS: Alignment as Reward-Guided Search |
link |
Maxim Khanov, Jirayu Burapacheep, Yixuan Li |
| 38 |
2023-10-18 |
Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with
Complex Semantic Prompts |
link |
Xinhua Cheng, Tianyu Yang,..., Li Yuan |
| 38 |
2023-09-26 |
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of
Language Models |
link |
Mert Yuksekgonul, Varun Chandrasekaran,..., Besmira Nushi |
| 38 |
2023-09-05 |
PromptTTS 2: Describing and Generating Voices with Text Prompt |
link |
Yichong Leng, Zhifang Guo,..., Jiang Bian |
| 38 |
2024-01-20 |
Inducing High Energy-Latency of Large Vision-Language Models with Verbose
Images |
link |
Kuofeng Gao, Yang Bai,..., Wei Liu |
| 37 |
2023-05-29 |
Multiscale Positive-Unlabeled Detection of AI-Generated Texts |
link |
Yuchuan Tian, Hanting Chen,..., Yunhe Wang |
| 37 |
2023-09-29 |
Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks |
link |
Mehrdad Saberi, Vinu Sankar Sadasivan,..., Soheil Feizi |
| 37 |
2023-10-19 |
Model Merging by Uncertainty-Based Gradient Matching |
link |
Nico Daheim, Thomas Möllenhoff,..., Mohammad Emtiyaz Khan |
| 37 |
2023-10-02 |
Compressing LLMs: The Truth is Rarely Pure and Never
Simple |
link |
AJAY KUMAR JAISWAL, Zhe Gan,..., Yinfei Yang |
| 37 |
2023-09-09 |
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual
Tokenization |
link |
Yang Jin, Kun Xu,..., Yadong MU |
| 37 |
2023-03-27 |
Seer: Language Instructed Video Prediction with Latent Diffusion Models |
link |
Xianfan Gu, Chuan Wen,..., Yang Gao |
| 37 |
2023-10-13 |
Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse
LLMs |
link |
Yuxin Zhang, Lirui Zhao,..., Rongrong Ji |
| 37 |
2024-01-31 |
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything
Model |
link |
Zihan Zhong, Zhiqiang Tang,..., Chun Yuan |
| 37 |
2023-09-18 |
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation |
link |
Bowen Yin, Xuying Zhang,..., Qibin Hou |
| 36 |
None |
On the Humanity of Conversational AI: Evaluating the Psychological
Portrayal of LLMs |
link |
Jen-tse Huang, Wenxuan Wang,..., Michael Lyu |
| 36 |
2023-06-01 |
TorchRL: A data-driven decision-making library for PyTorch |
link |
Albert Bou, Matteo Bettini,..., Vincent Moens |
| 36 |
2023-10-05 |
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models |
link |
Yefei He, Jing Liu,..., Bohan Zhuang |
| 36 |
2024-01-13 |
BrainLM: A foundation model for brain activity recordings |
link |
Josue Ortega Caro, Antonio Henrique de Oliveira Fonseca,..., David van Dijk |
| 36 |
2024-02-29 |
Curiosity-driven Red-teaming for Large Language Models |
link |
Zhang-Wei Hong, Idan Shenfeld,..., Pulkit Agrawal |
| 36 |
2023-10-04 |
Diffusion Generative Flow Samplers: Improving learning signals through partial
trajectory optimization |
link |
Dinghuai Zhang, Ricky T. Q. Chen,..., Yoshua Bengio |
| 36 |
2023-10-03 |
DeepZero: Scaling Up Zeroth-Order Optimization for Deep Model Training |
link |
Aochuan Chen, Yimeng Zhang,..., Sijia Liu |
| 36 |
2023-10-02 |
LEAP: Liberate Sparse-View 3D Modeling from Camera Poses |
link |
Hanwen Jiang, Zhenyu Jiang,..., Qixing Huang |
| 36 |
2023-07-14 |
Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis |
link |
Ziyue Jiang, Jinglin Liu,..., Zhou Zhao |
| 35 |
2023-10-04 |
Understanding In-Context Learning in Transformers and LLMs by Learning
to Learn Discrete Functions |
link |
Satwik Bhattamishra, Arkil Patel,..., Varun Kanade |
| 35 |
2023-02-04 |
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation |
link |
Giorgio Mariani, Irene Tallini,..., Emanuele Rodolà |
| 35 |
2023-06-08 |
In-Context Learning through the Bayesian Prism |
link |
Madhur Panwar, Kabir Ahuja, Navin Goyal |
| 35 |
2024-04-03 |
CLaM-TTS: Improving Neural Codec Language Model for Zero-Shot Text-to-Speech |
link |
Jaehyeon Kim, Keon Lee,..., Jaewoong Cho |
| 35 |
2023-05-24 |
Alleviating Exposure Bias in Diffusion Models through Sampling with
Shifted Time Steps |
link |
Mingxiao Li, Tingyu Qu,..., Marie-Francine Moens |
| 35 |
2024-04-15 |
Language Model Cascades: Token-Level Uncertainty And Beyond |
link |
Neha Gupta, Harikrishna Narasimhan,..., Sanjiv Kumar |
| 35 |
2023-10-18 |
Scalable Diffusion for Materials Generation |
link |
Sherry Yang, KwangHwan Cho,..., Ekin Dogus Cubuk |
| 35 |
2024-01-09 |
Masked Audio Generation using a Single Non-Autoregressive Transformer |
link |
Alon Ziv, Itai Gat,..., Yossi Adi |
| 35 |
2022-11-14 |
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty
Regularization |
link |
Yiyang Chen, Zhedong Zheng,..., Tat-Seng Chua |
| 35 |
2023-06-07 |
ViDA: Homeostatic Visual Domain Adapter for Continual Test Time
Adaptation |
link |
Jiaming Liu, Senqiao Yang,..., Shanghang Zhang |
| 34 |
2023-10-26 |
CADS: Unleashing the Diversity of Diffusion Models through Condition-Annealed
Sampling |
link |
Seyedmorteza Sadat, Jakob Buhmann,..., Romann M. Weber |
| 34 |
None |
Chain-of-Experts: When LLMs Meet Complex Operations Research Problems |
link |
Ziyang Xiao, Dongxiang Zhang,..., Gang Chen |
| 34 |
2023-10-16 |
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed
Prompts |
link |
Hanan Gani, Shariq Farooq Bhat,..., Peter Wonka |
| 34 |
2023-11-02 |
The Blessing of Randomness: SDE Beats ODE in General
Diffusion-based Image Editing |
link |
Shen Nie, Hanzhong Allan Guo,..., Chongxuan Li |
| 34 |
2023-10-01 |
JoMA: Demystifying Multilayer Transformers via Joint Dynamics of MLP
and Attention |
link |
Yuandong Tian, Yiping Wang,..., Simon Shaolei Du |
| 34 |
2023-09-14 |
Large-Vocabulary 3D Diffusion Model with Transformer |
link |
Ziang Cao, Fangzhou Hong,..., Ziwei Liu |
| 33 |
2023-11-24 |
Controlled Text Generation via Language Model Arithmetic |
link |
Jasper Dekoninck, Marc Fischer,..., Martin Vechev |
| 33 |
2024-03-04 |
Making Pre-trained Language Models Great on Tabular Prediction |
link |
Jiahuan Yan, Bo Zheng,..., Jintai Chen |
| 33 |
2024-04-17 |
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA
of LLMs |
link |
Jaehyung Kim, Jaehyun Nam,..., Jinwoo Shin |
| 33 |
2024-01-20 |
BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models |
link |
Zhen Xiang, Fengqing Jiang,..., Bo Li |
| 33 |
2023-05-24 |
Differentially Private Synthetic Data via Foundation Model APIs 1:
Images |
link |
Zinan Lin, Sivakanth Gopi,..., Sergey Yekhanin |
| 33 |
2023-05-20 |
CARD: Channel Aligned Robust Blend Transformer for Time Series
Forecasting |
link |
Xue Wang, Tian Zhou,..., Rong Jin |
| 33 |
2024-05-02 |
Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon
Robotics Tasks |
link |
Murtaza Dalal, Tarun Chiruvolu,..., Ruslan Salakhutdinov |
| 33 |
2023-11-03 |
Tell Your Model Where to Attend: Post-hoc Attention Steering
for LLMs |
link |
Qingru Zhang, Chandan Singh,..., Tuo Zhao |
| 33 |
2023-12-26 |
LaneSegNet: Map Learning with Lane Segment Perception for Autonomous
Driving |
link |
Tianyu Li, Peijin Jia,..., Hongyang Li |
| 32 |
2024-02-16 |
Robust agents learn causal world models |
link |
Jonathan Richens, Tom Everitt |
| 32 |
2023-10-26 |
SKILL-MIX: a Flexible and Expandable Family of Evaluations for
AI Models |
link |
Dingli Yu, Simran Kaur,..., Sanjeev Arora |
| 32 |
2023-10-26 |
How do Language Models Bind Entities in Context? |
link |
Jiahai Feng, Jacob Steinhardt |
| 32 |
2023-12-12 |
Remote Sensing Vision-Language Foundation Models without Annotations via Ground
Remote Alignment |
link |
Utkarsh Mall, Cheng Perng Phoo,..., Kavita Bala |
| 32 |
2023-11-21 |
BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks |
link |
Frederikke Isa Marin, Felix Teufel,..., Wouter Boomsma |
| 32 |
2024-01-31 |
Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators |
link |
Daniel Geng, Andrew Owens |
| 32 |
2023-10-16 |
Gaining Wisdom from Setbacks: Aligning Large Language Models via
Mistake Analysis |
link |
Kai Chen, Chunwei Wang,..., Lifeng Shang |
| 31 |
2023-09-28 |
Intriguing Properties of Generative Classifiers |
link |
Priyank Jaini, Kevin Clark, Robert Geirhos |
| 31 |
2023-09-15 |
Scaling Laws for Sparsely-Connected Foundation Models |
link |
Elias Frantar, Carlos Riquelme Ruiz,..., Utku Evci |
| 31 |
2023-10-04 |
Local Search GFlowNets |
link |
Minsu Kim, Taeyoung Yun,..., Jinkyoo Park |
| 31 |
2023-10-06 |
Towards Foundation Models for Knowledge Graph Reasoning |
link |
Mikhail Galkin, Xinyu Yuan,..., Zhaocheng Zhu |
| 31 |
2023-10-09 |
SALMON: Self-Alignment with Instructable Reward Models |
link |
Zhiqing Sun, Yikang Shen,..., Chuang Gan |
| 31 |
2023-10-12 |
Tree-Planner: Efficient Close-loop Task Planning with Large Language Models |
link |
Mengkang Hu, Yao Mu,..., Ping Luo |
| 31 |
2023-08-29 |
Elucidating the Exposure Bias in Diffusion Models |
link |
Mang Ning, Mingxiao Li,..., Itir Onal Ertugrul |
| 31 |
2023-10-03 |
Unveiling the Pitfalls of Knowledge Editing for Large Language
Models |
link |
Zhoubo Li, Ningyu Zhang,..., Huajun Chen |
| 31 |
2023-08-03 |
Circumventing Concept Erasure Methods For Text-To-Image Generative Models |
link |
Minh Pham, Kelly O. Marshall,..., Chinmay Hegde |
| 30 |
2023-06-08 |
Protein Discovery with Discrete Walk-Jump Sampling |
link |
Nathan C. Frey, Dan Berenberg,..., Saeed Saremi |
| 30 |
None |
Würstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models |
link |
Pablo Pernias, Dominic Rampas,..., Marc Aubreville |
| 30 |
2024-02-14 |
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data |
link |
Yinya Huang, Xiaohan Lin,..., Xiaodan Liang |
| 30 |
2023-10-06 |
How to Capture Higher-order Correlations? Generalizing Matrix Softmax Attention
to Kronecker Computation |
link |
Josh Alman, Zhao Song |
| 30 |
2023-11-30 |
Dichotomy of Early and Late Phase Implicit Biases Can
Provably Induce Grokking |
link |
Kaifeng Lyu, Jikai Jin,..., Wei Hu |
| 30 |
2023-07-06 |
T-MARS: Improving Visual Representations by Circumventing Text Feature Learning |
link |
Pratyush Maini, Sachin Goyal,..., Aditi Raghunathan |
| 30 |
2022-05-30 |
Neural Optimal Transport with General Cost Functionals |
link |
Arip Asadulaev, Alexander Korotin,..., Evgeny Burnaev |
| 30 |
2023-10-02 |
Toward effective protection against diffusion-based mimicry through score distillation |
link |
Haotian Xue, Chumeng Liang,..., Yongxin Chen |
| 30 |
2024-02-04 |
Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series
Forecasting |
link |
Peng Chen, Yingying ZHANG,..., Chenjuan Guo |
| 30 |
2023-08-02 |
Patched Denoising Diffusion Models For High-Resolution Image Synthesis |
link |
Zheng Ding, Mengqi Zhang,..., Zhuowen Tu |
| 30 |
2023-12-28 |
STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series
Prediction |
link |
Dennis Wu, Jerry Yao-Chieh Hu,..., Han Liu |
| 29 |
2024-01-16 |
Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness |
link |
Bohang Zhang, Jingchu Gai,..., Liwei Wang |
| 29 |
2023-02-06 |
One-shot Empirical Privacy Estimation for Federated Learning |
link |
Galen Andrew, Peter Kairouz,..., Vinith Menon Suriyakumar |
| 29 |
None |
An Image Is Worth 1000 Lies: Transferability of Adversarial
Images across Prompts on Vision-Language Models |
link |
Haochen Luo, Jindong Gu,..., Philip Torr |
| 29 |
2023-12-07 |
On the Learnability of Watermarks for Language Models |
link |
Chenchen Gu, Xiang Lisa Li,..., Tatsunori Hashimoto |
| 29 |
2023-07-17 |
COLLIE: Systematic Construction of Constrained Text Generation Tasks |
link |
Shunyu Yao, Howard Chen,..., Karthik R Narasimhan |
| 29 |
2024-01-04 |
LLM Augmented LLMs: Expanding Capabilities through Composition |
link |
Rachit Bansal, Bidisha Samanta,..., Partha Talukdar |
| 29 |
None |
Faithful Vision-Language Interpretation via Concept Bottleneck Models |
link |
Songning Lai, Lijie Hu,..., Di Wang |
| 29 |
2023-11-22 |
Language Model Inversion |
link |
John Xavier Morris, Wenting Zhao,..., Alexander M Rush |
| 29 |
2024-04-04 |
OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise
Features and Rendered Novel Views |
link |
Francis Engelmann, Fabian Manhardt,..., Federico Tombari |
| 28 |
2023-10-13 |
METRA: Scalable Unsupervised RL with Metric-Aware Abstraction |
link |
Seohong Park, Oleh Rybkin, Sergey Levine |
| 28 |
2023-10-02 |
Merge, Then Compress: Demystify Efficient SMoE with Hints from
Its Routing Policy |
link |
Pingzhi Li, Zhenyu Zhang,..., Tianlong Chen |
| 28 |
2023-10-10 |
Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation
Networks |
link |
Marc Rußwurm, Konstantin Klemmer,..., Devis Tuia |
| 28 |
2024-05-03 |
What does the Knowledge Neuron Thesis Have to do
with Knowledge? |
link |
Jingcheng Niu, Andrew Liu,..., Gerald Penn |
| 28 |
2023-11-01 |
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue
Agents |
link |
Yang Deng, Wenxuan Zhang,..., Tat-Seng Chua |
| 28 |
2022-11-17 |
How to Fine-Tune Vision Models with SGD |
link |
Ananya Kumar, Ruoqi Shen,..., Suriya Gunasekar |
| 28 |
2023-10-20 |
Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in
Open Worlds |
link |
Sipeng Zheng, jiazheng liu,..., Zongqing Lu |
| 28 |
2023-06-16 |
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments
in JAX |
link |
Clément Bonnet, Daniel Luo,..., Alexandre Laterre |
| 28 |
2023-10-09 |
Grokking as the transition from lazy to rich training
dynamics |
link |
Tanishq Kumar, Blake Bordelon,..., Cengiz Pehlevan |
| 28 |
2023-10-03 |
AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model |
link |
Zibin Dong, Yifu Yuan,..., Zhipeng Hu |
| 28 |
2023-02-13 |
UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling |
link |
Haoyu Lu, Yuqi Huo,..., Mingyu Ding |
| 28 |
2023-05-02 |
Privacy-Preserving In-Context Learning for Large Language Models |
link |
Tong Wu, Ashwinee Panda,..., Prateek Mittal |
| 28 |
2023-10-25 |
Generative Pre-training for Speech with Flow Matching |
link |
Alexander H. Liu, Matthew Le,..., Wei-Ning Hsu |
| 28 |
2023-09-27 |
Jointly Training Large Autoregressive Multimodal Models |
link |
Emanuele Aiello, LILI YU,..., Barlas Oguz |
| 27 |
2024-03-18 |
Graph Neural Networks for Learning Equivariant Representations of Neural
Networks |
link |
Miltiadis Kofinas, Boris Knyazev,..., David W. Zhang |
| 27 |
None |
Monte Carlo guided Denoising Diffusion models for Bayesian linear
inverse problems. |
link |
Gabriel Cardoso, Yazid Janati el idrissi,..., Eric Moulines |
| 27 |
2024-02-07 |
InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph
Prior |
link |
Chenguo Lin, Yadong MU |
| 27 |
2023-12-18 |
Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning |
link |
Bingchen Zhao, Haoqin Tu,..., Cihang Xie |
| 27 |
2023-11-10 |
FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores |
link |
Daniel Y Fu, Hermann Kumbong,..., Christopher Re |
| 27 |
2023-10-03 |
Tensor Programs VI: Feature Learning in Infinite Depth Neural
Networks |
link |
Greg Yang, Dingli Yu,..., Soufiane Hayou |
| 27 |
2023-10-25 |
CLEX: Continuous Length Extrapolation for Large Language Models |
link |
Guanzheng Chen, Xin Li,..., Lidong Bing |
| 27 |
2023-11-08 |
Massive Editing for Large Language Models via Meta Learning |
link |
Chenmien Tan, Ge Zhang, Jie Fu |
| 27 |
2023-12-08 |
Large-scale Training of Foundation Models for Wearable Biosignals |
link |
Salar Abbaspourazad, Oussama Elachqar,..., Ian Shapiro |
| 27 |
2023-07-16 |
EasyTPP: Towards Open Benchmarking Temporal Point Processes |
link |
Siqiao Xue, Xiaoming Shi,..., Hongyuan Mei |
| 27 |
2023-09-06 |
SLiMe: Segment Like Me |
link |
Aliasghar Khani, Saeid Asgari,..., Ghassan Hamarneh |
| 27 |
2023-05-24 |
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM |
link |
Eliya Nachmani, Alon Levkovitch,..., Michelle Tadmor Ramanovich |
| 27 |
2023-11-03 |
Simplifying Transformer Blocks |
link |
Bobby He, Thomas Hofmann |
| 27 |
2023-09-30 |
Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement |
link |
Kai Xu, Rongyu Chen,..., Angela Yao |
| 27 |
2024-01-18 |
Divide and not forget: Ensemble of selectively trained
experts in Continual Learning |
link |
Grzegorz Rypeść, Sebastian Cygert,..., Bartłomiej Twardowski |
| 26 |
2023-05-17 |
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized
Language Models |
link |
Shangbin Feng, Weijia Shi,..., Yulia Tsvetkov |
| 26 |
2023-11-07 |
Multi-View Causal Representation Learning with Partial Observability |
link |
Dingling Yao, Danru Xu,..., Francesco Locatello |
| 26 |
2023-12-07 |
Graph Metanetworks for Processing Diverse Neural Architectures |
link |
Derek Lim, Haggai Maron,..., James Lucas |
| 26 |
2023-11-27 |
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer |
link |
Junyuan Hong, Jiachen T. Wang,..., Zhangyang Wang |
| 26 |
2023-10-12 |
GROOT: Learning to Follow Instructions by Watching Gameplay Videos |
link |
Shaofei Cai, Bowei Zhang,..., Yitao Liang |
| 26 |
2023-10-07 |
Lemur: Integrating Large Language Models in Automated Program Verification |
link |
Haoze Wu, Clark Barrett, Nina Narodytska |
| 26 |
2023-10-02 |
Controlling Vision-Language Models for Multi-Task Image Restoration |
link |
Ziwei Luo, Fredrik K. Gustafsson,..., Thomas B. Schön |
| 26 |
2023-10-02 |
Locality-Aware Graph Rewiring in GNNs |
link |
Federico Barbero, Ameya Velingker,..., Francesco Di Giovanni |
| 26 |
2023-05-26 |
An Efficient Membership Inference Attack for the Diffusion Model
by Proximal Initialization |
link |
Fei Kong, Jinhao Duan,..., Kaidi Xu |
| 26 |
2023-10-02 |
Fusing Models with Complementary Expertise |
link |
Hongyi Wang, Felipe Maia Polo,..., Mikhail Yurochkin |
| 26 |
2023-02-21 |
Low Rank Matrix Completion via Robust Alternating Minimization in
Nearly Linear Time |
link |
Yuzhou Gu, Zhao Song,..., Lichen Zhang |
| 26 |
2023-10-01 |
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals |
link |
Yair Ori Gat, Nitay Calderon,..., Roi Reichart |
| 26 |
2023-11-25 |
LLM-Assisted Code Cleaning For Training Accurate Code Generators |
link |
Naman Jain, Tianjun Zhang,..., Ion Stoica |
| 26 |
2023-03-11 |
Xformer: Hybrid X-Shaped Transformer for Image Denoising |
link |
Jiale Zhang, Yulun Zhang,..., Xiaokang Yang |
| 26 |
2023-09-11 |
DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning |
link |
Zhengxiang Shi, Aldo Lipani |
| 25 |
2023-12-17 |
Learning to Act without Actions |
link |
Dominik Schmidt, Minqi Jiang |
| 25 |
2024-01-03 |
Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival
Prediction |
link |
Yilan Zhang, Yingxue Xu,..., Hao Chen |
| 25 |
2023-10-17 |
Group Preference Optimization: Few-Shot Alignment of Large Language Models |
link |
Siyan Zhao, John Dang, Aditya Grover |
| 25 |
2022-11-01 |
Two-stage LLM Fine-tuning with Less Specialization and More Generalization |
link |
Yihan Wang, Si Si,..., Sanjiv Kumar |
| 25 |
2023-08-03 |
PARL: A Unified Framework for Policy Alignment in Reinforcement
Learning from Human Feedback |
link |
Souradip Chakraborty, Amrit Bedi,..., Furong Huang |
| 25 |
2023-12-05 |
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following |
link |
Renze Lou, Kai Zhang,..., Wenpeng Yin |
| 25 |
2022-08-10 |
A Sublinear Adversarial Training Algorithm |
link |
Yeqi Gao, Lianke Qin,..., Yitan Wang |
| 25 |
2023-10-24 |
TiC-CLIP: Continual Training of CLIP Models |
link |
Saurabh Garg, Mehrdad Farajtabar,..., Fartash Faghri |
| 25 |
2023-10-19 |
Quality-Diversity through AI Feedback |
link |
Herbie Bradley, Andrew Dai,..., Joel Lehman |
| 25 |
2023-11-26 |
GAIA: Zero-shot Talking Avatar Generation |
link |
Tianyu He, Junliang Guo,..., Jiang Bian |
| 25 |
2023-07-30 |
An Unforgeable Publicly Verifiable Watermark for Large Language Models |
link |
Aiwei Liu, Leyi Pan,..., Philip S. Yu |
| 25 |
2023-10-03 |
Benchmarking and Improving Generator-Validator Consistency of Language Models |
link |
Xiang Lisa Li, Vaishnavi Shrivastava,..., Percy Liang |
| 25 |
2023-05-31 |
A Study of Bayesian Neural Network Surrogates for Bayesian
Optimization |
link |
Yucen Lily Li, Tim G. J. Rudner, Andrew Gordon Wilson |
| 25 |
2023-06-01 |
The Hidden Language of Diffusion Models |
link |
Hila Chefer, Oran Lang,..., Lior Wolf |
| 25 |
2023-06-02 |
OMNI: Open-endedness via Models of human Notions of Interestingness |
link |
Jenny Zhang, Joel Lehman,..., Jeff Clune |
| 25 |
2024-02-22 |
Towards Seamless Adaptation of Pre-trained Models for Visual Place
Recognition |
link |
Feng Lu, Lijun Zhang,..., Chun Yuan |
| 25 |
2024-02-08 |
Get What You Want, Not What You Don't: Image
Content Suppression for Text-to-Image Diffusion Models |
link |
Senmao Li, Joost van de Weijer,..., jian Yang |
| 25 |
2023-03-11 |
Recursive Generalization Transformer for Image Super-Resolution |
link |
Zheng Chen, Yulun Zhang,..., Xiaokang Yang |
| 24 |
2023-10-24 |
On the Foundations of Shortcut Learning |
link |
Katherine Hermann, Hossein Mobahi,..., Michael Curtis Mozer |
| 24 |
2024-03-29 |
Negative Label Guided OOD Detection with Pretrained Vision-Language Models |
link |
Xue Jiang, Feng Liu,..., Bo Han |
| 24 |
2023-10-30 |
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization |
link |
Guowei Xu, Ruijie Zheng,..., Huazhe Xu |
| 24 |
2023-10-04 |
Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit
Prediction |
link |
Jiatong Shi, Hirofumi Inaguma,..., Anna Sun |
| 24 |
2023-10-25 |
From Molecules to Materials: Pre-training Large Generalizable Models for
Atomic Property Prediction |
link |
Nima Shoghi, Adeesh Kolluru,..., Brandon M Wood |
| 24 |
2024-03-26 |
Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with
Autoformalization |
link |
Jin Peng Zhou, Charles E Staats,..., Yuhuai Wu |
| 24 |
2023-07-28 |
Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation |
link |
Xuefei Ning, Zinan Lin,..., Yu Wang |
| 24 |
2023-06-01 |
AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation |
link |
Yuanwen Yue, Sabarinath Mahadevan,..., Theodora Kontogianni |
| 24 |
2023-03-07 |
Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking
Oracles |
link |
Zhiwei Tang, Dmitry Rybin, Tsung-Hui Chang |
| 24 |
2023-05-24 |
Sin3DM: Learning a Diffusion Model from a Single 3D
Textured Shape |
link |
Rundi Wu, Ruoshi Liu,..., Changxi Zheng |
| 24 |
2023-09-29 |
Spurious Feature Diversification Improves Out-of-distribution Generalization |
link |
LIN Yong, Lu Tan,..., Tong Zhang |
| 24 |
2023-09-13 |
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL |
link |
Hao Sun, Alihan Hüyük, Mihaela van der Schaar |
| 23 |
2023-10-04 |
Never Train from Scratch: Fair Comparison of Long-Sequence Models
Requires Data-Driven Priors |
link |
Ido Amos, Jonathan Berant, Ankit Gupta |
| 23 |
2023-09-29 |
Understanding and Mitigating the Label Noise in Pre-training on
Downstream Tasks |
link |
Hao Chen, Jindong Wang,..., Bhiksha Raj |
| 23 |
2024-04-17 |
Variational Bayesian Last Layers |
link |
James Harrison, John Willes, Jasper Snoek |
| 23 |
2023-10-19 |
Frozen Transformers in Language Models Are Effective Visual Encoder
Layers |
link |
Ziqi Pang, Ziyang Xie,..., Yu-Xiong Wang |
| 23 |
None |
Towards Reliable and Efficient Backdoor Trigger Inversion via Decoupling
Benign Features |
link |
Xiong Xu, Kunzhe Huang,..., Kui Ren |
| 23 |
2023-10-09 |
Sentence-level Prompts Benefit Composed Image Retrieval |
link |
Yang bai, Xinxing Xu,..., Chun-Mei Feng |
| 23 |
2024-03-12 |
Entropy is not Enough for Test-Time Adaptation: From the
Perspective of Disentangled Factors |
link |
Jonghyun Lee, Dahuin Jung,..., Sungroh Yoon |
| 23 |
2022-01-07 |
Fair and Efficient Contribution Valuation for Vertical Federated Learning |
link |
Zhenan Fan, Huang Fang,..., Yong Zhang |
| 23 |
2023-11-21 |
Looped Transformers are Better at Learning Learning Algorithms |
link |
Liu Yang, Kangwook Lee,..., Dimitris Papailiopoulos |
| 23 |
2023-06-12 |
Retrieval-Enhanced Contrastive Vision-Text Models |
link |
Ahmet Iscen, Mathilde Caron,..., Cordelia Schmid |
| 23 |
2023-09-19 |
MBR and QE Finetuning: Training-time Distillation of the Best
and Most Expensive Decoding Methods |
link |
Mara Finkelstein, Markus Freitag |
| 23 |
2023-09-26 |
SEPT: Towards Efficient Scene Representation Learning for Motion Prediction |
link |
Zhiqian Lan, Yuxuan Jiang,..., Shengbo Eben Li |
| 23 |
2024-02-06 |
Space Group Constrained Crystal Generation |
link |
Rui Jiao, Wenbing Huang,..., Yang Liu |
| 23 |
2024-02-01 |
Machine Unlearning for Image-to-Image Generative Models |
link |
Guihong Li, Hsiang Hsu,..., Radu Marculescu |
| 23 |
2023-09-29 |
Leveraging Optimization for Adaptive Attacks on Image Watermarks |
link |
Nils Lukas, Abdulrahman Diaa,..., Florian Kerschbaum |
| 23 |
2023-10-07 |
Parameter-Efficient Multi-Task Model Fusion with Partial Linearization |
link |
Anke Tang, Li Shen,..., Dacheng Tao |
| 23 |
2024-02-18 |
BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity
Allocation |
link |
Peng Xu, Wenqi Shao,..., Ping Luo |
| 23 |
2023-07-23 |
In-Context Learning Learns Label Relationships but Is Not Conventional
Learning |
link |
Jannik Kossen, Yarin Gal, Tom Rainforth |
| 23 |
2023-10-10 |
TopoMLP: A Simple yet Strong Pipeline for Driving Topology
Reasoning |
link |
Dongming Wu, Jiahao Chang,..., Jianbing Shen |
| 23 |
2023-12-27 |
Learning to Embed Time Series Patches Independently |
link |
Seunghan Lee, Taeyoung Park, Kibok Lee |
| 22 |
2023-05-24 |
Provable Offline Preference-Based Reinforcement Learning |
link |
Wenhao Zhan, Masatoshi Uehara,..., Wen Sun |
| 22 |
2023-09-04 |
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order
Stochastic Approximation |
link |
Jeongyeol Kwon, Dohyun Kwon,..., Robert D Nowak |
| 22 |
2023-07-05 |
Reverse Diffusion Monte Carlo |
link |
Xunpeng Huang, Hanze Dong,..., Tong Zhang |
| 22 |
2023-11-07 |
Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment |
link |
Geyang Guo, Ranchi Zhao,..., Ji-Rong Wen |
| 22 |
2024-01-19 |
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning |
link |
Yiwei Li, Peiwen Yuan,..., Kan Li |
| 22 |
2023-06-05 |
PolyVoice: Language Models for Speech to Speech Translation |
link |
Qian qian Dong, Zhiying Huang,..., Yuxuan Wang |
| 22 |
2024-03-19 |
Do Generated Data Always Help Contrastive Learning? |
link |
Yifei Wang, Jizhe Zhang, Yisen Wang |
| 22 |
2023-12-18 |
Hybrid Internal Model: Learning Agile Legged Locomotion with Simulated
Robot Response |
link |
Junfeng Long, ZiRui Wang,..., Jiangmiao Pang |
| 22 |
2024-02-02 |
Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of
Electrocardiogram |
link |
Yeongyeon Na, Minje Park,..., Sunghoon Joo |
| 22 |
2023-10-04 |
Posterior Sampling Based on Gradient Flows of the MMD
with Negative Distance Kernel |
link |
Paul Hagemann, Johannes Hertrich,..., Gabriele Steidl |
| 22 |
2023-06-15 |
FFB: A Fair Fairness Benchmark for In-Processing Group Fairness
Methods |
link |
Xiaotian Han, Jianfeng Chi,..., Xia Hu |
| 22 |
2023-10-09 |
TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained
Models |
link |
Zuxin Liu, Jesse Zhang,..., Rasool Fakoor |
| 22 |
2023-10-10 |
Teaching Language Models to Hallucinate Less with Synthetic Tasks |
link |
Erik Jones, Hamid Palangi,..., Ece Kamar |
| 22 |
2024-03-02 |
Polynormer: Polynomial-Expressive Graph Transformer in Linear Time |
link |
Chenhui Deng, Zichao Yue, Zhiru Zhang |
| 22 |
2023-08-08 |
V-DETR: DETR with Vertex Relative Position Encoding for 3D
Object Detection |
link |
Yichao Shen, Zigang Geng,..., Baining Guo |
| 22 |
None |
Periodicity Decoupling Framework for Long-term Series Forecasting |
link |
Tao Dai, Beiliang Wu,..., Shu-Tao Xia |
| 22 |
2023-10-01 |
Revisiting Link Prediction: a data perspective |
link |
Haitao Mao, Juanhui Li,..., Jiliang Tang |
| 22 |
None |
Plug-and-Play: An Efficient Post-training Pruning Method for Large Language
Models |
link |
Yingtao Zhang, Haoli Bai,..., Carlo Vittorio Cannistraci |
| 22 |
2023-08-14 |
CausalLM is not optimal for in-context learning |
link |
Nan Ding, Tomer Levinboim,..., Radu Soricut |
| 21 |
2024-04-15 |
ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs |
link |
Yogesh Verma, Markus Heinonen, Vikas Garg |
| 21 |
2023-01-22 |
Learning to Reject with a Fixed Predictor: Application to
Decontextualization |
link |
Christopher Mohri, Daniel Andor,..., Yutao Zhong |
| 21 |
2023-09-30 |
AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ |
link |
Jonas Belouadi, Anne Lauscher, Steffen Eger |
| 21 |
2023-09-30 |
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists |
link |
Yulu Gan, Sungwoo Park,..., Ahmed Alaa |
| 21 |
2024-01-19 |
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model |
link |
Yinan Zheng, Jianxiong Li,..., Jingjing Liu |
| 21 |
2024-02-28 |
Deep Confident Steps to New Pockets: Strategies for Docking
Generalization |
link |
Gabriele Corso, Arthur Deng,..., Tommi S. Jaakkola |
| 21 |
2023-09-29 |
Consistency Models as a Rich and Efficient Policy Class
for Reinforcement Learning |
link |
Zihan Ding, Chi Jin |
| 21 |
2024-01-22 |
Fourier Transporter: Bi-Equivariant Robotic Manipulation in 3D |
link |
Haojie Huang, Owen Lewis Howell,..., Robin Walters |
| 21 |
2023-04-12 |
Energy-guided Entropic Neural Optimal Transport |
link |
Petr Mokrov, Alexander Korotin,..., Evgeny Burnaev |
| 21 |
2024-03-21 |
C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via
Text Feature Dispersion |
link |
Hee Suk Yoon, Eunseop Yoon,..., Chang D. Yoo |
| 21 |
2023-01-05 |
Skip-Attention: Improving Vision Transformers by Paying Less Attention |
link |
Shashanka Venkataramanan, Amir Ghodrati,..., Amir Habibian |
| 21 |
2023-09-12 |
Reasoning with Latent Diffusion in Offline Reinforcement Learning |
link |
Siddarth Venkatraman, Shivesh Khaitan,..., Glen Berseth |