| 720 |
2024-08-01 |
SAM 2: Segment Anything in Images and Videos |
link |
Nikhila Ravi, Valentin Gabeur,..., Christoph Feichtenhofer |
| 478 |
2024-08-06 |
Scaling Test-Time Compute Optimally Can be More Effective than
Scaling LLM Parameters |
link |
Charlie Victor Snell, Jaehoon Lee,..., Aviral Kumar |
| 473 |
2024-04-30 |
KAN: Kolmogorov–Arnold Networks |
link |
Ziming Liu, Yixuan Wang,..., Max Tegmark |
| 408 |
2023-08-18 |
WizardMath: Empowering Mathematical Reasoning for Large Language Models via
Reinforced Evol-Instruct |
link |
Haipeng Luo, Qingfeng Sun,..., Dongmei Zhang |
| 395 |
2024-08-12 |
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer |
link |
Zhuoyi Yang, Jiayan Teng,..., Jie Tang |
| 320 |
2023-11-28 |
Scalable Extraction of Training Data from Aligned, Production Language
Models |
link |
Milad Nasr, Javier Rando,..., Katherine Lee |
| 273 |
2024-03-12 |
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language
Models for Code |
link |
Naman Jain, King Han,..., Ion Stoica |
| 217 |
2022-04-25 |
Trusted Multi-View Classification via Evolutionary Multi-View Fusion |
link |
Xinyan Liang, Pinhan Fu,..., Guoqing Liu |
| 192 |
2024-07-10 |
LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal
Models |
link |
Feng Li, Renrui Zhang,..., Chunyuan Li |
| 160 |
2024-08-22 |
Show-o: One Single Transformer to Unify Multimodal Understanding and
Generation |
link |
Jinheng Xie, Weijia Mao,..., Mike Zheng Shou |
| 159 |
2024-04-02 |
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks |
link |
Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion |
| 147 |
2024-08-20 |
Transfusion: Predict the Next Token and Diffuse Images with
One Multi-Modal Model |
link |
Chunting Zhou, LILI YU,..., Omer Levy |
| 139 |
2024-05-27 |
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding
Models |
link |
Chankyu Lee, Rajarshi Roy,..., Wei Ping |
| 134 |
2024-08-27 |
Generative Verifiers: Reward Modeling as Next-Token Prediction |
link |
Lunjun Zhang, Arian Hosseini,..., Rishabh Agarwal |
| 131 |
2024-06-22 |
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and
Complex Instructions |
link |
Terry Yue Zhuo, Vu Minh Chien,..., Leandro Von Werra |
| 130 |
2024-10-07 |
GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large
Language Models |
link |
Seyed Iman Mirzadeh, Keivan Alizadeh,..., Mehrdad Farajtabar |
| 129 |
2024-08-01 |
Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference
for LLM Problem-Solving |
link |
Yangzhen Wu, Zhiqing Sun,..., Yiming Yang |
| 118 |
2024-04-02 |
CameraCtrl: Enabling Camera Control for Text-to-Video Generation |
link |
Hao He, Yinghao Xu,..., Ceyuan Yang |
| 117 |
2024-06-12 |
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned
LLMs with Nothing |
link |
Zhangchen Xu, Fengqing Jiang,..., Bill Yuchen Lin |
| 113 |
2024-06-06 |
Scaling and evaluating sparse autoencoders |
link |
Leo Gao, Tom Dupre la Tour,..., Jeffrey Wu |
| 113 |
2024-05-01 |
Self-Play Preference Optimization for Language Model Alignment |
link |
Yue Wu, Zhiqing Sun,..., Quanquan Gu |
| 112 |
2024-09-19 |
Training Language Models to Self-Correct via Reinforcement Learning |
link |
Aviral Kumar, Vincent Zhuang,..., Aleksandra Faust |
| 112 |
2024-03-28 |
Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs
in Language Models |
link |
Samuel Marks, Can Rager,..., Aaron Mueller |
| 108 |
2023-10-26 |
JudgeLM: Fine-tuned Large Language Models are Scalable Judges |
link |
Lianghui Zhu, Xinggang Wang, Xinlong Wang |
| 108 |
2024-09-06 |
Can LLMs Generate Novel Research Ideas? A Large-Scale Human
Study with 100+ NLP Researchers |
link |
Chenglei Si, Diyi Yang, Tatsunori Hashimoto |
| 104 |
2024-02-15 |
Generative Representational Instruction Tuning |
link |
Niklas Muennighoff, Hongjin SU,..., Douwe Kiela |
| 99 |
2024-06-07 |
Mixture-of-Agents Enhances Large Language Model Capabilities |
link |
Junlin Wang, Jue WANG,..., James Zou |
| 96 |
2024-04-02 |
Advancing LLM Reasoning Generalists with Preference Trees |
link |
Lifan Yuan, Ganqu Cui,..., Maosong Sun |
| 96 |
2023-12-18 |
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model |
link |
Jiahui Gao, Renjie Pi,..., Lingpeng Kong |
| 94 |
2024-08-09 |
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language
Models |
link |
Jiabo Ye, Haiyang Xu,..., Jingren Zhou |
| 93 |
None |
LiveBench: A Challenging, Contamination-Free LLM Benchmark |
link |
Colin White, Samuel Dooley,..., Micah Goldblum |
| 91 |
2024-10-02 |
Depth Pro: Sharp Monocular Metric Depth in Less Than
a Second |
link |
Alexey Bochkovskiy, Amaël Delaunoy,..., Vladlen Koltun |
| 89 |
2024-07-23 |
OpenHands: An Open Platform for AI Software Developers as
Generalist Agents |
link |
Xingyao Wang, Boxuan Li,..., Graham Neubig |
| 86 |
2024-09-18 |
To CoT or not to CoT? Chain-of-thought helps mainly
on math and symbolic reasoning |
link |
Zayne Rea Sprague, Fangcong Yin,..., Greg Durrett |
| 84 |
2023-09-25 |
Physics of Language Models: Part 3.2, Knowledge Manipulation |
link |
Zeyuan Allen-Zhu, Yuanzhi Li |
| 84 |
2024-05-26 |
SpinQuant: LLM Quantization with Learned Rotations |
link |
Zechun Liu, Changsheng Zhao,..., Tijmen Blankevoort |
| 79 |
2024-03-26 |
The Unreasonable Ineffectiveness of the Deeper Layers |
link |
Andrey Gromov, Kushal Tirumala,..., Dan Roberts |
| 77 |
2024-10-10 |
RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation |
link |
Songming Liu, Lingxuan Wu,..., Jun Zhu |
| 72 |
2024-06-10 |
Safety Alignment Should be Made More Than Just a
Few Tokens Deep |
link |
Xiangyu Qi, Ashwinee Panda,..., Peter Henderson |
| 72 |
2024-06-26 |
RouteLLM: Learning to Route LLMs from Preference Data |
link |
Isaac Ong, Amjad Almahairi,..., Ion Stoica |
| 71 |
2024-08-19 |
LongVILA: Scaling Long-Context Visual Language Models for Long Videos |
link |
Yukang Chen, Fuzhao Xue,..., Song Han |
| 70 |
2024-10-04 |
MonST3R: A Simple Approach for Estimating Geometry in the
Presence of Motion |
link |
Junyi Zhang, Charles Herrmann,..., Ming-Hsuan Yang |
| 68 |
2024-06-07 |
WildBench: Benchmarking LLMs with Challenging Tasks from Real Users
in the Wild |
link |
Bill Yuchen Lin, Yuntian Deng,..., Yejin Choi |
| 68 |
2024-07-02 |
OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation |
link |
Kepan Nan, Rui Xie,..., Ying Tai |
| 66 |
2024-09-06 |
VILA-U: a Unified Foundation Model Integrating Visual Understanding and
Generation |
link |
Yecheng Wu, Zhuoyang Zhang,..., Yao Lu |
| 65 |
2024-10-08 |
Pyramidal Flow Matching for Efficient Video Generative Modeling |
link |
Yang Jin, Zhicheng Sun,..., Zhouchen Lin |
| 64 |
2024-10-09 |
Representation Alignment for Generation: Training Diffusion Transformers Is Easier
Than You Think |
link |
Sihyun Yu, Sangkyung Kwak,..., Saining Xie |
| 62 |
2024-03-25 |
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language
Modeling Performance |
link |
Jiasheng Ye, Peiju Liu,..., Xipeng Qiu |
| 61 |
2024-04-24 |
Retrieval Head Mechanistically Explains Long-Context Factuality |
link |
Wenhao Wu, Yizhong Wang,..., Yao Fu |
| 61 |
2024-08-12 |
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solver |
link |
Zhenting Qi, Mingyuan MA,..., Mao Yang |
| 59 |
2024-02-13 |
World Model on Million-Length Video And Language With Blockwise
RingAttention |
link |
Hao Liu, Wilson Yan,..., Pieter Abbeel |
| 59 |
2021-06-07 |
High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders |
link |
Siddharth Ramchandran, Manuel Haussmann, Harri Lähdesmäki |
| 59 |
2024-08-27 |
Diffusion Models Are Real-Time Game Engines |
link |
Dani Valevski, Yaniv Leviathan,..., Shlomi Fruchter |
| 56 |
2024-06-11 |
Samba: Simple Hybrid State Space Models for Efficient Unlimited
Context Language Modeling |
link |
Liliang Ren, Yang Liu,..., Weizhu Chen |
| 54 |
2024-09-03 |
OLMoE: Open Mixture-of-Experts Language Models |
link |
Niklas Muennighoff, Luca Soldaini,..., Hannaneh Hajishirzi |
| 54 |
2024-04-08 |
Physics of Language Models: Part 3.3, Knowledge Capacity Scaling
Laws |
link |
Zeyuan Allen-Zhu, Yuanzhi Li |
| 54 |
2024-01-25 |
Deconstructing Denoising Diffusion Models for Self-Supervised Learning |
link |
Xinlei Chen, Zhuang Liu,..., Kaiming He |
| 54 |
2024-09-19 |
Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution |
link |
Zuyan Liu, Yuhao Dong,..., Yongming Rao |
| 54 |
2024-03-05 |
Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large
Language Models |
link |
Gen Luo, Yiyi Zhou,..., Rongrong Ji |
| 54 |
2024-04-15 |
HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing |
link |
Mude Hui, Siwei Yang,..., Yuyin Zhou |
| 53 |
2024-08-28 |
Eagle: Exploring The Design Space for Multimodal LLMs with
Mixture of Encoders |
link |
Min Shi, Fuxiao Liu,..., Guilin Liu |
| 51 |
2024-06-20 |
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal |
link |
Tinghao Xie, Xiangyu Qi,..., Prateek Mittal |
| 49 |
2024-10-14 |
SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers |
link |
Enze Xie, Junsong Chen,..., Song Han |
| 49 |
2024-10-07 |
Navigating the Digital World as Humans Do: Universal Visual
Grounding for GUI Agents |
link |
Boyu Gou, Ruohan Wang,..., Yu Su |
| 49 |
2024-10-02 |
OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction
Data |
link |
Shubham Toshniwal, Wei Du,..., Igor Gitman |
| 49 |
2024-02-12 |
On the self-verification limitations of large language models on
reasoning and planning tasks |
link |
Kaya Stechly, Karthik Valmeekam, Subbarao Kambhampati |
| 48 |
2024-10-09 |
MLE-Bench: Evaluating Machine Learning Agents on Machine Learning Engineering |
link |
Jun Shern Chan, Neil Chowdhury,..., Lilian Weng |
| 48 |
2024-06-14 |
MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers |
link |
Yiwen Chen, Tong He,..., Chi Zhang |
| 47 |
2024-06-13 |
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding |
link |
Fei Wang, Xingyu Fu,..., Muhao Chen |
| 45 |
2024-07-08 |
MUSE: Machine Unlearning Six-Way Evaluation for Language Models |
link |
Weijia Shi, Jaechan Lee,..., Chiyuan Zhang |
| 45 |
2024-10-03 |
Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge |
link |
Jiayi Ye, Yanbo Wang,..., Xiangliang Zhang |
| 44 |
2024-03-04 |
Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures |
link |
Yuchen Duan, Weiyun Wang,..., Wenhai Wang |
| 44 |
2024-07-29 |
Physics of Language Models: Part 2.1, Grade-School Math and
the Hidden Reasoning Process |
link |
Tian Ye, Zicheng Xu,..., Zeyuan Allen-Zhu |
| 44 |
2024-05-23 |
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents |
link |
Christopher Rawles, Sarah Clinckemaillie,..., Oriana Riva |
| 44 |
2024-05-27 |
LLM-Assisted Static Analysis for Detecting Security Vulnerabilities |
link |
Ziyang Li, Saikat Dutta, Mayur Naik |
| 44 |
2024-06-11 |
Scaling Large Language Model-based Multi-Agent Collaboration |
link |
Chen Qian, Zihao Xie,..., Maosong Sun |
| 43 |
2023-10-17 |
Eliciting Human Preferences with Language Models |
link |
Belinda Z. Li, Alex Tamkin,..., Jacob Andreas |
| 43 |
2024-10-14 |
DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming
Heads |
link |
Guangxuan Xiao, Jiaming Tang,..., Song Han |
| 43 |
2024-06-06 |
Vision-LSTM: xLSTM as Generic Vision Backbone |
link |
Benedikt Alkin, Maximilian Beck,..., Johannes Brandstetter |
| 43 |
2024-03-12 |
SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model
Compression |
link |
Xin Wang, Yu Zheng,..., Mi Zhang |
| 42 |
2024-10-10 |
Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning |
link |
Amrith Setlur, Chirag Nagpal,..., Aviral Kumar |
| 42 |
2024-07-17 |
VD3D: Taming Large Video Diffusion Transformers for 3D Camera
Control |
link |
Sherwin Bahmani, Ivan Skorokhodov,..., Sergey Tulyakov |
| 41 |
2024-04-03 |
Min-K%++: Improved Baseline for Pre-Training Data Detection from Large
Language Models |
link |
Jingyang Zhang, Jingwei Sun,..., Hai Li |
| 41 |
2024-10-02 |
HelpSteer2-Preference: Complementing Ratings with Preferences |
link |
Zhilin Wang, Alexander Bukharin,..., Yi Dong |
| 41 |
2024-06-11 |
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance |
link |
Xierui Wang, Siming Fu,..., Hao Jiang |
| 41 |
2024-08-15 |
Automated Design of Agentic Systems |
link |
Shengran Hu, Cong Lu, Jeff Clune |
| 40 |
2024-07-01 |
RegMix: Data Mixture as Regression for Language Model Pre-training |
link |
Qian Liu, Xiaosen Zheng,..., Min Lin |
| 40 |
2024-03-13 |
Language models scale reliably with over-training and on downstream
tasks |
link |
Samir Yitzhak Gadre, Georgios Smyrnis,..., Ludwig Schmidt |
| 40 |
2024-09-26 |
Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction |
link |
Jing He, Haodong LI,..., Ying-Cong Chen |
| 39 |
2024-07-24 |
SV4D: Dynamic 3D Content Generation with Multi-Frame and Multi-View
Consistency |
link |
Yiming Xie, Chun-Han Yao,..., Varun Jampani |
| 39 |
2024-08-13 |
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs |
link |
Yushi Bai, Jiajie Zhang,..., Juanzi Li |
| 38 |
2024-09-01 |
MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer |
link |
Yuancheng Wang, Haoyue Zhan,..., Zhizheng Wu |
| 38 |
2024-10-16 |
JudgeBench: A Benchmark for Evaluating LLM-Based Judges |
link |
Sijun Tan, Siyuan Zhuang,..., Ion Stoica |
| 37 |
2024-10-10 |
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large
Language Models |
link |
Bofei Gao, Feifan Song,..., Baobao Chang |
| 37 |
2024-08-29 |
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal
Sampling |
link |
Hritik Bansal, Arian Hosseini,..., Mehran Kazemi |
| 36 |
2024-10-24 |
Data Scaling Laws in Imitation Learning for Robotic Manipulation |
link |
Fanqi Lin, Yingdong Hu,..., Yang Gao |
| 36 |
2024-07-09 |
Internet of Agents: Weaving a Web of Heterogeneous Agents
for Collaborative Intelligence |
link |
Weize Chen, Ziming You,..., Maosong Sun |
| 36 |
2024-07-16 |
BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval |
link |
Hongjin SU, Howard Yen,..., Tao Yu |
| 36 |
2024-06-05 |
VideoPhy: Evaluating Physical Commonsense for Video Generation |
link |
Hritik Bansal, Zongyu Lin,..., Aditya Grover |
| 36 |
2024-06-24 |
Adam-mini: Use Fewer Learning Rates To Gain More |
link |
Yushun Zhang, Congliang Chen,..., Ruoyu Sun |
| 36 |
2024-10-14 |
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models |
link |
Junyu Chen, Han Cai,..., Song Han |
| 36 |
2024-05-23 |
Not All Language Model Features Are Linear |
link |
Joshua Engels, Eric J Michaud,..., Max Tegmark |
| 36 |
2024-09-01 |
Diffusion Policy Policy Optimization |
link |
Allen Z. Ren, Justin Lidard,..., Max Simchowitz |
| 36 |
2024-08-23 |
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios
that are Difficult for Humans? |
link |
YiFan Zhang, Huanyu Zhang,..., Rong Jin |
| 34 |
2024-09-19 |
Language Models Learn to Mislead Humans via RLHF |
link |
Jiaxin Wen, Ruiqi Zhong,..., Shi Feng |
| 34 |
2024-06-08 |
MotionClone: Training-Free Motion Cloning for Controllable Video Generation |
link |
Pengyang Ling, Jiazi Bu,..., Yi Jin |
| 33 |
2024-10-03 |
AlphaEdit: Null-Space Constrained Model Editing for Language Models |
link |
Junfeng Fang, Houcheng Jiang,..., Tat-Seng Chua |
| 33 |
2024-08-29 |
OmniRe: Omni Urban Scene Reconstruction |
link |
Ziyu Chen, Jiawei Yang,..., Yue Wang |
| 33 |
2024-01-07 |
Long Context Compression with Activation Beacon |
link |
Peitian Zhang, Zheng Liu,..., Zhicheng Dou |
| 33 |
2024-05-14 |
Towards Principled Evaluations of Sparse Autoencoders for Interpretability and
Control |
link |
Aleksandar Makelov, Georg Lange, Neel Nanda |
| 33 |
2024-08-29 |
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio
Language Modeling |
link |
Shengpeng Ji, Ziyue Jiang,..., Zhou Zhao |
| 33 |
2024-03-29 |
Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend
What You Want |
link |
Weifeng Lin, Xinyu Wei,..., Hongsheng Li |
| 33 |
2024-10-14 |
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer |
link |
Haotian Tang, Yecheng Wu,..., Song Han |
| 32 |
2024-09-30 |
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning |
link |
Haotian Zhang, Mingfei Gao,..., Yinfei Yang |
| 32 |
2024-09-04 |
Building Math Agents with Multi-Turn Iterative Preference Learning |
link |
Wei Xiong, Chengshuai Shi,..., Tianqi Liu |
| 32 |
2024-07-11 |
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting |
link |
Zilong Wang, Zifeng Wang,..., Tomas Pfister |
| 32 |
2024-08-22 |
Real-Time Video Generation with Pyramid Attention Broadcast |
link |
Xuanlei Zhao, Xiaolong Jin,..., Yang You |
| 32 |
2024-06-07 |
Towards Semantic Equivalence of Tokenization in Multimodal LLM |
link |
Shengqiong Wu, Hao Fei,..., Shuicheng YAN |
| 31 |
2024-10-14 |
AFlow: Automating Agentic Workflow Generation |
link |
Jiayi Zhang, Jinyu Xiang,..., Chenglin Wu |
| 31 |
2024-09-04 |
Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency |
link |
Jianwen Jiang, Chao Liang,..., Yanbo Zheng |
| 31 |
2024-10-30 |
OS-ATLAS: Foundation Action Model for Generalist GUI Agents |
link |
Zhiyong Wu, Zhenyu Wu,..., Yu Qiao |
| 31 |
2024-06-24 |
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation |
link |
Yuang Peng, Yuxin Cui,..., Shu-Tao Xia |
| 31 |
2024-06-03 |
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models |
link |
Hunter Nisonoff, Junhao Xiong,..., Jennifer Listgarten |
| 31 |
2024-06-14 |
Training-free Camera Control for Video Generation |
link |
Chen Hou, Zhibo Chen |
| 31 |
2024-12-09 |
Gated Delta Networks: Improving Mamba2 with Delta Rule |
link |
Songlin Yang, Jan Kautz, Ali Hatamizadeh |
| 30 |
2024-09-10 |
LLaMA-Omni: Seamless Speech Interaction with Large Language Models |
link |
Qingkai Fang, Shoutao Guo,..., Yang Feng |
| 29 |
2024-02-23 |
Repetition Improves Language Model Embeddings |
link |
Jacob Mitchell Springer, Suhas Kotha,..., Aditi Raghunathan |
| 29 |
2024-06-06 |
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions
of Clean Data |
link |
Jingyang Ou, Shen Nie,..., Chongxuan Li |
| 28 |
2024-10-21 |
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety
and Style |
link |
Yantao Liu, Zijun Yao,..., Juanzi Li |
| 28 |
2024-08-15 |
Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks
of Language Models |
link |
Andy K Zhang, Neil Perry,..., Percy Liang |
| 28 |
2024-03-13 |
A Decade's Battle on Dataset Bias: Are We There
Yet? |
link |
Zhuang Liu, Kaiming He |
| 28 |
2024-09-24 |
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of
Experts |
link |
Xiaoming Shi, Shiyu Wang,..., Ming Jin |
| 28 |
None |
Scaling Laws for Downstream Task Performance in Machine Translation |
link |
Berivan Isik, Natalia Ponomareva,..., Sanmi Koyejo |
| 27 |
2024-09-05 |
Planning in Natural Language Improves LLM Search for Code
Generation |
link |
Evan Z Wang, Federico Cassano,..., Hugh Zhang |
| 27 |
2023-05-31 |
SafeDiffuser: Safe Planning with Diffusion Probabilistic Models |
link |
Wei Xiao, Tsun-Hsuan Wang,..., Daniela Rus |
| 27 |
2024-07-22 |
RazorAttention: Efficient KV Cache Compression Through Retrieval Heads |
link |
Hanlin Tang, Yang Lin,..., Gongyi Wang |
| 27 |
2024-06-18 |
Dissecting Adversarial Robustness of Multimodal LM Agents |
link |
Chen Henry Wu, Rishi Rajesh Shah,..., Aditi Raghunathan |
| 27 |
2024-09-17 |
EIA: ENVIRONMENTAL INJECTION ATTACK ON GENERALIST WEB AGENTS FOR
PRIVACY LEAKAGE |
link |
Zeyi Liao, Lingbo Mo,..., Huan Sun |
| 27 |
2024-10-15 |
Latent Action Pretraining from Videos |
link |
Seonghyeon Ye, Joel Jang,..., Minjoon Seo |
| 27 |
2024-07-16 |
Does Refusal Training in LLMs Generalize to the Past
Tense? |
link |
Maksym Andriushchenko, Nicolas Flammarion |
| 26 |
2023-11-20 |
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion
Model |
link |
Chunming He, Chengyu Fang,..., Sina Farsiu |
| 26 |
2024-04-15 |
Learn Your Reference Model for Real Good Alignment |
link |
Alexey Gorbatovski, Boris Shaposhnikov,..., Daniil Gavrilov |
| 26 |
2024-06-13 |
Test of Time: A Benchmark for Evaluating LLMs on
Temporal Reasoning |
link |
Bahare Fatemi, Mehran Kazemi,..., Bryan Perozzi |
| 26 |
2024-07-23 |
MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences |
link |
Canyu Zhao, Mingyu Liu,..., Chunhua Shen |
| 26 |
2024-06-12 |
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models |
link |
Hyungjin Chung, Jeongsol Kim,..., Jong Chul Ye |
| 25 |
2025-01-07 |
LLaVA-Mini: Efficient Image and Video Large Multimodal Models with
One Vision Token |
link |
Shaolei Zhang, Qingkai Fang,..., Yang Feng |
| 25 |
2024-08-29 |
Physics of Language Models: Part 2.2, How to Learn
From Mistakes on Grade-School Math Problems |
link |
Tian Ye, Zicheng Xu,..., Zeyuan Allen-Zhu |
| 25 |
2024-10-03 |
HELMET: How to Evaluate Long-context Models Effectively and Thoroughly |
link |
Howard Yen, Tianyu Gao,..., Danqi Chen |
| 25 |
2024-10-03 |
LLMs Know More Than They Show: On the Intrinsic
Representation of LLM Hallucinations |
link |
Hadas Orgad, Michael Toker,..., Yonatan Belinkov |
| 25 |
2024-07-11 |
MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data
Engine |
link |
Renrui Zhang, Xinyu Wei,..., Hongsheng Li |
| 25 |
2024-06-28 |
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy |
link |
Xiang Li, Cristina Mata,..., Michael S Ryoo |
| 25 |
2024-07-20 |
Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to
Pretraining Data |
link |
Xinyi Wang, Antonis Antoniades,..., William Yang Wang |
| 25 |
2024-05-27 |
Matryoshka Multimodal Models |
link |
Mu Cai, Jianwei Yang,..., Yong Jae Lee |
| 25 |
2024-10-04 |
AuroraCap: Efficient, Performant Video Detailed Captioning and a New
Benchmark |
link |
Wenhao Chai, Enxin Song,..., Christopher D Manning |
| 24 |
2024-09-13 |
Adjoint Matching: Fine-tuning Flow and Diffusion Generative Models with
Memoryless Stochastic Optimal Control |
link |
Carles Domingo-Enrich, Michal Drozdzal,..., Ricky T. Q. Chen |
| 24 |
2024-02-28 |
RNNs are not Transformers (Yet): The Key Bottleneck
on In-Context Retrieval |
link |
Kaiyue Wen, Xingyu Dang, Kaifeng Lyu |
| 24 |
2024-06-20 |
Consistency Models Made Easy |
link |
Zhengyang Geng, Ashwini Pokle,..., J Zico Kolter |
| 24 |
2024-05-30 |
Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference
Models |
link |
Zachary Ankner, Cody Blakeney,..., Mansheej Paul |
| 24 |
2024-08-06 |
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for
Medicine |
link |
Yunfei Xie, Ce Zhou,..., Yuyin Zhou |
| 24 |
2024-10-08 |
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs
in RAG |
link |
Bowen Jin, Jinsung Yoon,..., Sercan O Arik |
| 24 |
2024-09-04 |
Masked Diffusion Models are Secretly Time-Agnostic Masked Models and
Exploit Inaccurate Categorical Sampling |
link |
Kaiwen Zheng, Yongxin Chen,..., Qinsheng Zhang |
| 24 |
2024-06-04 |
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for
Image and Video Generation |
link |
Tianchen Zhao, Tongcheng Fang,..., Yu Wang |
| 23 |
2024-05-27 |
RB-Modulation: Training-Free Personalization using Stochastic Optimal Control |
link |
Litu Rout, Yujia Chen,..., Wen-Sheng Chu |
| 23 |
2024-07-14 |
Lean-STaR: Learning to Interleave Thinking and Proving |
link |
Haohan Lin, Zhiqing Sun,..., Yiming Yang |
| 23 |
2024-09-24 |
Making Text Embedders Few-Shot Learners |
link |
Chaofan Li, Minghao Qin,..., Zheng Liu |
| 23 |
2024-05-29 |
Value-Incentivized Preference Optimization: A Unified Approach to Online and
Offline RLHF |
link |
Shicong Cen, Jincheng Mei,..., Bo Dai |
| 23 |
2024-10-02 |
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in
Text-to-SQL |
link |
Mohammadreza Pourreza, Hailong Li,..., Sercan O Arik |
| 23 |
2024-07-11 |
Is Your Model Really A Good Math Reasoner? Evaluating
Mathematical Reasoning with Checklist |
link |
Zihao Zhou, Shudong Liu,..., Kaizhu Huang |
| 23 |
2024-06-11 |
AI Sandbagging: Language Models can Strategically Underperform on Evaluations |
link |
Teun van der Weij, Felix Hofstätter,..., Francis Rhys Ward |
| 23 |
2024-10-14 |
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents |
link |
Shi Yu, Chaoyue Tang,..., Maosong Sun |
| 23 |
2024-06-14 |
Bootstrapping Language Models with DPO Implicit Rewards |
link |
Changyu Chen, Zichen Liu,..., Min Lin |
| 23 |
2024-07-19 |
BOND: Aligning LLMs with Best-of-N Distillation |
link |
Pier Giuseppe Sessa, Robert Dadashi-Tazehozi,..., Olivier Bachem |
| 23 |
2024-10-14 |
Semantic Image Inversion and Editing using Rectified Stochastic Differential
Equations |
link |
Litu Rout, Yujia Chen,..., Wen-Sheng Chu |
| 23 |
2024-09-26 |
EdgeRunner: Auto-regressive Auto-encoder for Artistic Mesh Generation |
link |
Jiaxiang Tang, Zhaoshuo Li,..., Qinsheng Zhang |
| 23 |
2024-10-14 |
Animate-X: Universal Character Image Animation with Enhanced Motion Representation |
link |
Shuai Tan, Biao Gong,..., Ming Yang |
| 22 |
2024-10-24 |
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark |
link |
S Sakshi, Utkarsh Tyagi,..., Dinesh Manocha |
| 22 |
2024-11-07 |
SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion
Models |
link |
Muyang Li, Yujun Lin,..., Song Han |
| 22 |
2024-08-20 |
MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation
with Speculative Decoding |
link |
Ranajoy Sadhukhan, Jian Chen,..., Beidi Chen |
| 22 |
2024-10-04 |
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software
Domains? |
link |
John Yang, Carlos E Jimenez,..., Ofir Press |
| 22 |
2024-10-15 |
Beyond Linear Approximations: A Novel Pruning Approach for Attention
Matrix |
link |
Yingyu Liang, Jiangxuan Long,..., Yufa Zhou |
| 22 |
2023-12-16 |
Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot
Videos |
link |
Mingfei Han, Linjie Yang,..., Heng Wang |
| 22 |
2024-08-12 |
VisualAgentBench: Towards Large Multimodal Models as Visual Agents |
link |
Xiao Liu, Tianjie Zhang,..., Jie Tang |
| 22 |
2024-10-10 |
Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation |
link |
Jiahao Cui, Hui Li,..., Jingdong Wang |
| 22 |
2024-05-31 |
Improved Techniques for Optimization-Based Jailbreaking on Large Language Models |
link |
Xiaojun Jia, Tianyu Pang,..., Min Lin |
| 22 |
2024-10-08 |
T2V-Turbo-v2: Enhancing Video Model Post-Training through Data, Reward, and
Conditional Guidance Design |
link |
Jiachen Li, Qian Long,..., William Yang Wang |
| 22 |
2024-06-14 |
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation |
link |
Chufan Shi, Cheng Yang,..., Yujiu Yang |
| 22 |
2024-10-07 |
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven
Scientific Discovery |
link |
Ziru Chen, Shijie Chen,..., Huan Sun |
| 21 |
2024-11-12 |
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL
Workflows |
link |
Fangyu Lei, Jixuan Chen,..., Tao Yu |
| 21 |
2024-10-31 |
No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats
from Sparse Unposed Images |
link |
Botao Ye, Sifei Liu,..., Marc Pollefeys |
| 21 |
2024-10-14 |
When Attention Sink Emerges in Language Models: An Empirical
View |
link |
Xiangming Gu, Tianyu Pang,..., Min Lin |
| 21 |
2024-11-20 |
Hymba: A Hybrid-head Architecture for Small Language Models |
link |
Xin Dong, Yonggan Fu,..., Pavlo Molchanov |
| 21 |
2024-10-29 |
DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning
Robustness of Vision Language Models |
link |
Chengke Zou, Xingang Guo,..., Huan Zhang |
| 21 |
2024-10-28 |
Arithmetic Without Algorithms: Language Models Solve Math with a
Bag of Heuristics |
link |
Yaniv Nikankin, Anja Reusch,..., Yonatan Belinkov |
| 21 |
2024-10-16 |
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language
Models |
link |
Peng Xia, Kangyu Zhu,..., Huaxiu Yao |
| 20 |
2024-04-15 |
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse
Controls to Any Diffusion Model |
link |
Han Lin, Jaemin Cho,..., Mohit Bansal |
| 20 |
2024-10-16 |
One Step Diffusion via Shortcut Models |
link |
Kevin Frans, Danijar Hafner,..., Pieter Abbeel |
| 20 |
2024-09-19 |
Scaling FP8 training to trillion-token LLMs |
link |
Maxim Fishman, Brian Chmiel,..., Daniel Soudry |
| 20 |
2024-06-12 |
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images
Interleaved with Text |
link |
Qingyun Li, Zhe Chen,..., Jifeng Dai |
| 20 |
2024-10-10 |
Agent S: An Open Agentic Framework that Uses Computers
Like a Human |
link |
Saaket Agashe, Jiuzhou Han,..., Xin Eric Wang |
| 20 |
2024-10-03 |
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and
Defenses in LLM-based Agents |
link |
Hanrong Zhang, Jingyuan Huang,..., Yongfeng Zhang |
| 20 |
2024-06-27 |
A Sanity Check for AI-generated Image Detection |
link |
Shilin Yan, Ouxiang Li,..., Weidi Xie |
| 19 |
2024-10-14 |
Simplifying, Stabilizing and Scaling Continuous-time Consistency Models |
link |
Cheng Lu, Yang Song |
| 19 |
2024-03-11 |
Can LLMs Separate Instructions From Data? And What Do
We Even Mean By That? |
link |
Egor Zverev, Sahar Abdelnabi,..., Christoph H. Lampert |
| 19 |
2024-10-07 |
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks |
link |
Ziyan Jiang, Rui Meng,..., Wenhu Chen |
| 19 |
2024-11-11 |
OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision |
link |
Cong Wei, Zheyang Xiong,..., Wenhu Chen |
| 19 |
2024-08-04 |
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models |
link |
Fushuo Huo, Wenchao Xu,..., Peilin Zhao |
| 19 |
2024-08-30 |
Safety Layers in Aligned Large Language Models: The Key
to LLM Security |
link |
Shen Li, Liuyi Yao,..., Yaliang Li |
| 19 |
2024-10-01 |
AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures
in Robotic Manipulation |
link |
Jiafei Duan, Wilbert Pumacay,..., Yijie Guo |
| 18 |
2024-10-22 |
LVSM: A Large View Synthesis Model with Minimal 3D
Inductive Bias |
link |
Haian Jin, Hanwen Jiang,..., Zexiang Xu |
| 18 |
2024-07-11 |
AIR-BENCH 2024: A Safety Benchmark based on Regulation and
Policies Specified Risk Categories |
link |
Yi Zeng, Yu Yang,..., Bo Li |
| 18 |
2024-10-03 |
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration |
link |
Jintao Zhang, Jia wei,..., Jianfei Chen |
| 18 |
2024-02-27 |
Follow My Instruction and Spill the Beans: Scalable Data
Extraction from Retrieval-Augmented Generation Systems |
link |
Zhenting Qi, Hanlin Zhang,..., Himabindu Lakkaraju |
| 18 |
2024-07-12 |
Human-like Episodic Memory for Infinite Context LLMs |
link |
Zafeirios Fountas, Martin Benfeghoul,..., Jun Wang |
| 18 |
2024-10-13 |
RMB: Comprehensively benchmarking reward models in LLM alignment |
link |
Enyu Zhou, Guodong Zheng,..., Xuanjing Huang |
| 18 |
2024-08-20 |
To Code or Not To Code? Exploring Impact of
Code in Pre-training |
link |
Viraat Aryabumi, Yixuan Su,..., Sara Hooker |
| 18 |
2023-12-28 |
MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation |
link |
Zhongshen Zeng, Pengguang Chen,..., Jiaya Jia |
| 18 |
2024-07-08 |
Variational Best-of-N Alignment |
link |
Afra Amini, Tim Vieira,..., Ryan Cotterell |
| 18 |
2024-08-05 |
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models |
link |
Fanqing Meng, Chuanhao Li,..., Wenqi Shao |
| 18 |
2024-10-02 |
ImageFolder: Autoregressive Image Generation with Folded Tokens |
link |
Xiang Li, Kai Qiu,..., Zhe Lin |
| 18 |
2024-07-29 |
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher |
link |
Zehui Chen, Kuikun Liu,..., Feng Zhao |
| 18 |
2024-10-24 |
Ferret-UI One: Mastering Universal User Interface Understanding Across Platforms |
link |
Zhangheng LI, Keen You,..., Zhe Gan |
| 17 |
2024-10-03 |
AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak
LLMs |
link |
Xiaogeng Liu, Peiran Li,..., Chaowei Xiao |
| 17 |
2024-07-18 |
Correcting the Mythos of KL-Regularization: Direct Alignment without Overoptimization
via Chi-Squared Preference Optimization |
link |
Audrey Huang, Wenhao Zhan,..., Dylan J Foster |
| 17 |
2024-10-17 |
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web
Agents |
link |
Ke Yang, Yao Liu,..., Huzefa Rangwala |
| 17 |
2024-03-25 |
Do LLM Agents Have Regret? A Case Study
in Online Learning and Games |
link |
Chanwoo Park, Xiangyu Liu,..., Kaiqing Zhang |
| 17 |
2024-07-10 |
Deconstructing What Makes a Good Optimizer for Autoregressive Language
Models |
link |
Rosie Zhao, Depen Morwani,..., Sham M. Kakade |
| 17 |
2024-09-17 |
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models |
link |
Orion Weller, Benjamin Van Durme,..., Jack Hessel |
| 17 |
2024-09-30 |
ACE: All-round Creator and Editor Following Instructions via Diffusion
Transformer |
link |
Zhen Han, Zeyinzi Jiang,..., Jingren Zhou |
| 17 |
2024-02-21 |
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory
Stitching |
link |
Zizheng Pan, Bohan Zhuang,..., Anima Anandkumar |
| 17 |
2024-09-09 |
Improving Pretraining Data Using Perplexity Correlations |
link |
Tristan Thrush, Christopher Potts, Tatsunori Hashimoto |
| 17 |
2024-03-21 |
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and
Modulation |
link |
Yuning Cui, Syed Waqas Zamir,..., Fahad Shahbaz Khan |
| 17 |
2024-05-08 |
Preble: Efficient Distributed Prompt Scheduling for LLM Serving |
link |
Vikranth Srivatsa, Zijian He,..., Yiying Zhang |
| 17 |
2024-06-11 |
Image and Video Tokenization with Binary Spherical Quantization |
link |
Yue Zhao, Yuanjun Xiong, Philipp Kraehenbuehl |
| 17 |
2024-06-25 |
Point-SAM: Promptable 3D Segmentation Model for Point Clouds |
link |
Yuchen Zhou, Jiayuan Gu,..., Hao Su |
| 17 |
2024-12-18 |
Autoregressive Video Generation without Vector Quantization |
link |
Haoge Deng, Ting Pan,..., Xinlong Wang |
| 17 |
2024-07-21 |
CatVTON: Concatenation Is All You Need for Virtual Try-On
with Diffusion Models |
link |
Zheng Chong, Xiao Dong,..., Xiaodan Liang |
| 17 |
2024-12-13 |
TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist
Robotic Policies |
link |
Ruijie Zheng, Yongyuan Liang,..., Jianwei Yang |
| 16 |
2024-07-01 |
Turning Up the Heat: Min-p Sampling for Creative and
Coherent LLM Outputs |
link |
Nguyen Nhat Minh, Andrew Baker,..., Ravid Shwartz-Ziv |
| 16 |
2024-06-17 |
Adversarial Perturbations Cannot Reliably Protect Artists From Generative AI |
link |
Robert Hönig, Javier Rando,..., Florian Tramèr |
| 16 |
2024-10-21 |
MagicPIG: LSH Sampling for Efficient LLM Generation |
link |
Zhuoming Chen, Ranajoy Sadhukhan,..., Beidi Chen |
| 16 |
2024-06-19 |
4K4DGen: Panoramic 4D Generation at 4K Resolution |
link |
Renjie Li, Panwang Pan,..., Zhiwen Fan |
| 16 |
2024-06-12 |
Real2Code: Reconstruct Articulated Objects via Code Generation |
link |
Zhao Mandi, Yijia Weng,..., Shuran Song |
| 16 |
2024-06-24 |
Large Language Models Assume People are More Rational than
We Really are |
link |
Ryan Liu, Jiayi Geng,..., Thomas L. Griffiths |
| 16 |
2024-08-13 |
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents |
link |
Kexun Zhang, Weiran Yao,..., Caiming Xiong |
| 16 |
2024-10-08 |
Round and Round We Go! What makes Rotary Positional
Encodings useful? |
link |
Federico Barbero, Alex Vitvitskyi,..., Petar Veličković |
| 16 |
2024-05-06 |
Language-Image Models with 3D Understanding |
link |
Jang Hyun Cho, Boris Ivanovic,..., Marco Pavone |
| 16 |
2024-09-30 |
FaithEval: Can Your Language Model Stay Faithful to Context,
Even If "The Moon is Made of Marshmallows" |
link |
Yifei Ming, Senthil Purushwalkam,..., Shafiq Joty |
| 16 |
2024-06-05 |
A-Bench: Are LMMs Masters at Evaluating AI-generated Images? |
link |
Zicheng Zhang, Haoning Wu,..., Guangtao Zhai |
| 16 |
2024-10-24 |
Why Does the Effective Context Length of LLMs Fall
Short? |
link |
Chenxin An, Jun Zhang,..., Lingpeng Kong |
| 16 |
2024-06-11 |
Towards Realistic Data Generation for Real-World Super-Resolution |
link |
Long Peng, Wenbo Li,..., Zheng-Jun Zha |
| 16 |
2024-06-05 |
Computational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for Transformer
Models |
link |
Jerry Yao-Chieh Hu, Maojiang Su,..., Han Liu |
| 16 |
2024-06-06 |
Interpreting the Second-Order Effects of Neurons in CLIP |
link |
Yossi Gandelsman, Alexei A Efros, Jacob Steinhardt |
| 16 |
2024-09-19 |
MMSearch: Benchmarking the Potential of Large Models as Multi-modal
Search Engines |
link |
Dongzhi Jiang, Renrui Zhang,..., Hongsheng Li |
| 16 |
2024-06-01 |
MoDGS: Dynamic Gaussian Splatting from Casually-captured Monocular Videos |
link |
Qingming LIU, Yuan Liu,..., Junhui Hou |
| 16 |
2024-10-03 |
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal
Large Language Models |
link |
Zhipei Xu, Xuanyu Zhang,..., Jian Zhang |
| 16 |
2024-10-14 |
Depth Any Video with Scalable Synthetic Data |
link |
Honghui Yang, Di Huang,..., Tong He |
| 15 |
2024-06-30 |
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences
via No-Regret Learning |
link |
Yuheng Zhang, Dian Yu,..., Dong Yu |
| 15 |
2024-12-19 |
Predictive Inverse Dynamics Models are Scalable Learners for Robotic
Manipulation |
link |
Yang Tian, Sizhe Yang,..., Jiangmiao Pang |
| 15 |
2024-08-21 |
EmbodiedSAM: Online Segment Any 3D Thing in Real Time |
link |
Xiuwei Xu, Huangxing Chen,..., Jiwen Lu |
| 15 |
2024-04-29 |
LLM-SR: Scientific Equation Discovery via Programming with Large Language
Models |
link |
Parshin Shojaee, Kazem Meidani,..., Chandan K. Reddy |
| 15 |
2025-01-27 |
PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World
Understanding |
link |
Wei Chow, Jiageng Mao,..., Yue Wang |
| 15 |
2024-05-24 |
DEEM: Diffusion models serve as the eyes of large
language models for image perception |
link |
Run Luo, Yunshui Li,..., Binyuan Hui |
| 15 |
2024-07-25 |
LoRA-Pro: Are Low-Rank Adapters Properly Optimized? |
link |
Zhengbo Wang, Jian Liang,..., Tieniu Tan |
| 15 |
2024-10-04 |
CLoSD: Closing the Loop between Simulation and Diffusion for
multi-task character control |
link |
Guy Tevet, Sigal Raab,..., Michiel van de Panne |
| 15 |
2024-05-29 |
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron
Pruning |
link |
Ruchika Chavhan, Da Li, Timothy Hospedales |
| 15 |
2025-01-18 |
Learn-by-interact: A Data-Centric Framework For Self-Adaptive Agents in Realistic
Environments |
link |
Hongjin SU, Ruoxi Sun,..., Sercan O Arik |
| 15 |
2024-10-21 |
Pangea: A Fully Open Multilingual Multimodal LLM for 39
Languages |
link |
Xiang Yue, Yueqi Song,..., Graham Neubig |
| 15 |
2024-02-28 |
Diffusion-based Neural Network Weights Generation |
link |
Bedionita Soro, Bruno Andreis,..., Sung Ju Hwang |
| 15 |
2024-11-05 |
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset
and Self-adaptive Planning Agent |
link |
Yangning Li, Yinghui Li,..., Philip S. Yu |
| 15 |
2024-07-19 |
System 1.x: Learning to Balance Fast and Slow Planning
with Language Models |
link |
Swarnadeep Saha, Archiki Prasad,..., Mohit Bansal |
| 15 |
2024-10-25 |
Not All Heads Matter: A Head-Level KV Cache Compression
Method with Integrated Retrieval and Reasoning |
link |
Yu Fu, Zefan Cai,..., Wen Xiao |
| 15 |
2024-10-23 |
Scaling Diffusion Language Models via Adaptation from Autoregressive Models |
link |
Shansan Gong, Shivam Agarwal,..., Lingpeng Kong |
| 15 |
2024-06-10 |
How efficient is LLM-generated code? A rigorous & high-standard
benchmark |
link |
Ruizhong Qiu, Weiliang Will Zeng,..., Hanghang Tong |
| 15 |
2024-10-15 |
Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws |
link |
Yiding Jiang, Allan Zhou,..., J Zico Kolter |
| 15 |
2024-10-16 |
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And
Video Generation |
link |
Jaehong Yoon, Shoubin Yu,..., Mohit Bansal |
| 15 |
2024-10-18 |
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning |
link |
Jiacheng Ye, Jiahui Gao,..., Lingpeng Kong |
| 15 |
2024-04-09 |
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm
Design and Convergence Analysis |
link |
Guangchen Lan, Dong-Jun Han,..., Christopher Brinton |
| 15 |
2024-10-03 |
Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations |
link |
Nicholas Jiang, Anish Kachinthaya,..., Yossi Gandelsman |
| 15 |
2024-10-15 |
Process Reward Model with Q-value Rankings |
link |
Wendi Li, Yixuan Li |
| 14 |
2024-09-03 |
Booster: Tackling Harmful Fine-tuning for Large Language Models via
Attenuating Harmful Perturbation |
link |
Tiansheng Huang, Sihao Hu,..., Ling Liu |
| 14 |
2024-07-05 |
Simplifying Deep Temporal Difference Learning |
link |
Matteo Gallici, Mattie Fellows,..., Mario Martin |
| 14 |
2024-06-24 |
Theory on Mixture-of-Experts in Continual Learning |
link |
Hongbo Li, Sen Lin,..., Ness Shroff |
| 14 |
2023-11-27 |
Regularization by Texts for Latent Diffusion Inverse Solvers |
link |
Jeongsol Kim, Geon Yeong Park,..., Jong Chul Ye |
| 14 |
2024-07-30 |
ThinK: Thinner Key Cache by Query-Driven Pruning |
link |
Yuhui Xu, Zhanming Jie,..., Doyen Sahoo |
| 14 |
2024-10-17 |
Web Agents with World Models: Learning and Leveraging Environment
Dynamics in Web Navigation |
link |
Hyungjoo Chae, Namyoung Kim,..., Jinyoung Yeo |
| 14 |
2024-11-04 |
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum
Reinforcement Learning |
link |
Zehan Qi, Xiao Liu,..., Yuxiao Dong |
| 14 |
2024-07-19 |
ChatQA 2: Bridging the Gap to Proprietary LLMs in
Long Context and RAG Capabilities |
link |
Peng Xu, Wei Ping,..., Bryan Catanzaro |
| 14 |
2024-12-10 |
On Evaluating the Durability of Safeguards for Open-Weight LLMs |
link |
Xiangyu Qi, Boyi Wei,..., Peter Henderson |
| 14 |
2024-10-15 |
Improving Instruction-Following in Language Models through Activation Steering |
link |
Alessandro Stolfo, Vidhisha Balachandran,..., Besmira Nushi |
| 14 |
2024-05-25 |
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection |
link |
Yun Zhu, Jia-Chen Gu,..., Jindong Chen |
| 14 |
2024-09-06 |
Theory, Analysis, and Best Practices for Sigmoid Self-Attention |
link |
Jason Ramapuram, Federico Danieli,..., Russell Webb |
| 14 |
2024-10-11 |
Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization |
link |
Noam Razin, Sadhika Malladi,..., Boris Hanin |
| 14 |
2024-09-12 |
DSBench: How Far Are Data Science Agents from Becoming
Data Science Experts? |
link |
Liqiang Jing, Zhehui Huang,..., Dong Yu |
| 14 |
2024-03-26 |
AgentStudio: A Toolkit for Building General Virtual Agents |
link |
Longtao Zheng, Zhiyuan Huang,..., Shuicheng YAN |
| 14 |
2024-06-19 |
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales |
link |
Zhepei Wei, Wei-Lin Chen, Yu Meng |
| 14 |
2024-03-10 |
What Matters When Repurposing Diffusion Models for General Dense
Perception Tasks? |
link |
Guangkai Xu, Yongtao Ge,..., Chunhua Shen |
| 14 |
2024-11-04 |
GenXD: Generating Any 3D and 4D Scenes |
link |
Yuyang Zhao, Chung-Ching Lin,..., Lijuan Wang |
| 14 |
2024-10-08 |
TRACE: Temporal Grounding Video LLM via Causal Event
Modeling |
link |
Yongxin Guo, Jingyu Liu,..., Xi Chen |
| 14 |
2024-07-29 |
Diffusion Feedback Helps CLIP See Better |
link |
Wenxuan Wang, Quan Sun,..., Xinlong Wang |
| 14 |
2024-10-25 |
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded
Tuning |
link |
Xiangyu Zeng, Kunchang Li,..., Limin Wang |
| 14 |
None |
GaussianAnything: Interactive Point Cloud Latent Diffusion for 3D Generation |
link |
Yushi LAN, Shangchen Zhou,..., Chen Change Loy |
| 14 |
None |
Dynamic Gaussians Mesh: Consistent Mesh Reconstruction from Monocular Videos |
link |
Isabella Liu, Hao Su, Xiaolong Wang |
| 14 |
2024-10-03 |
ControlAR: Controllable Image Generation with Autoregressive Models |
link |
Zongming Li, Tianheng Cheng,..., Xinggang Wang |
| 14 |
2024-06-17 |
DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors |
link |
Keon Lee, Dong Won Kim,..., Jaewoong Cho |
| 13 |
2024-11-07 |
Scaling Laws for Precision |
link |
Tanishq Kumar, Zachary Ankner,..., Aditi Raghunathan |
| 13 |
2023-05-24 |
gRNAde: Geometric Deep Learning for 3D RNA inverse design |
link |
Chaitanya K. Joshi, Arian Rokkum Jamasb,..., Pietro Lio |
| 13 |
2023-12-13 |
CBQ: Cross-Block Quantization for Large Language Models |
link |
Xin Ding, Xiaoyu Liu,..., Yunhe Wang |
| 13 |
2024-06-19 |
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large
Language Models |
link |
Guanting Dong, Keming Lu,..., Jingren Zhou |
| 13 |
2024-09-06 |
Programming Refusal with Conditional Activation Steering |
link |
Bruce W. Lee, Inkit Padhi,..., Amit Dhurandhar |
| 13 |
2024-10-17 |
D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution
Refinement |
link |
Yansong Peng, Hebei Li,..., Feng Wu |
| 13 |
2024-10-17 |
DPLM-2: A Multimodal Diffusion Protein Language Model |
link |
Xinyou Wang, Zaixiang Zheng,..., Quanquan Gu |
| 13 |
2024-10-24 |
Scaling up Masked Diffusion Models on Text |
link |
Shen Nie, Fengqi Zhu,..., Chongxuan Li |
| 13 |
2024-07-10 |
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct
Preference Optimization |
link |
Junkang Wu, Yuexiang Xie,..., Xiangnan He |
| 13 |
2024-10-14 |
LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory |
link |
Di Wu, Hongwei Wang,..., Dong Yu |
| 13 |
2024-05-27 |
BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments |
link |
Yusuf H Roohani, Andrew H. Lee,..., Jure Leskovec |
| 13 |
2024-12-18 |
Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models |
link |
Yinlam Chow, Guy Tennenholtz,..., Aleksandra Faust |
| 13 |
2024-10-18 |
DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device
Control Agent |
link |
Taiyi Wang, Zhihao Wu,..., Kun Shao |
| 13 |
2024-07-01 |
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs |
link |
Yusu Qian, Hanrong Ye,..., Zhe Gan |
| 13 |
2024-06-13 |
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs |
link |
Xuannan Liu, Zekun Li,..., Zhaofeng He |
| 13 |
2024-05-27 |
PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance |
link |
Haohan Weng, Yikai Wang,..., Jun Zhu |
| 13 |
2024-03-26 |
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language
Models |
link |
Zhenyu Pan, Haozheng Luo,..., Han Liu |
| 13 |
2024-05-28 |
EG4D: Explicit Generation of 4D Object without Score Distillation |
link |
Qi Sun, Zhiyang Guo,..., Houqiang Li |
| 13 |
2024-06-20 |
DeciMamba: Exploring the Length Extrapolation Potential of Mamba |
link |
Assaf Ben-Kish, Itamar Zimerman,..., Raja Giryes |
| 13 |
2024-11-07 |
SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation |
link |
Koichi Namekata, Sherwin Bahmani,..., David B. Lindell |
| 13 |
2024-05-24 |
Diffusion Bridge Implicit Models |
link |
Kaiwen Zheng, Guande He,..., Jun Zhu |
| 13 |
2024-10-05 |
Accelerating Diffusion Transformers with Token-wise Feature Caching |
link |
Chang Zou, Xuyang Liu,..., Linfeng Zhang |
| 13 |
2024-06-17 |
Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong
Generalization |
link |
Wenkai Yang, Shiqi Shen,..., Ji-Rong Wen |
| 13 |
2024-09-20 |
RRM: Robust Reward Model Training Mitigates Reward Hacking |
link |
Tianqi Liu, Wei Xiong,..., Mohammad Saleh |
| 13 |
2024-08-16 |
Visual Agents as Fast and Slow Thinkers |
link |
Guangyan Sun, Mingyu Jin,..., Dongfang Liu |
| 13 |
2024-10-09 |
Rectified Diffusion: Straightness Is Not Your Need in Rectified
Flow |
link |
Fu-Yun Wang, Ling Yang,..., Hongsheng Li |
| 13 |
2024-10-09 |
Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology |
link |
Xiangyu Wang, Donglin Yang,..., Si Liu |
| 13 |
2024-10-10 |
Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image
Synthesis |
link |
Jinbin Bai, Tian Ye,..., Shuicheng YAN |
| 13 |
2024-11-26 |
Scaling Speech-Text Pre-training with Synthetic Interleaved Data |
link |
Aohan Zeng, Zhengxiao Du,..., Jie Tang |
| 12 |
2024-06-26 |
On Scaling Up 3D Gaussian Splatting Training |
link |
Hexu Zhao, Haoyang Weng,..., Saining Xie |
| 12 |
2024-07-25 |
Trust or Escalate: LLM Judges with Provable Guarantees for
Human Agreement |
link |
Jaehun Jung, Faeze Brahman, Yejin Choi |
| 12 |
2024-07-08 |
$R^2$-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical
Reasoning |
link |
Mintong Kang, Bo Li |
| 12 |
2024-09-26 |
How Feature Learning Can Improve Neural Scaling Laws |
link |
Blake Bordelon, Alexander Atanasov, Cengiz Pehlevan |
| 12 |
2024-10-18 |
How to Evaluate Reward Models for RLHF |
link |
Evan Frick, Tianle Li,..., Ion Stoica |
| 12 |
None |
Palu: KV-Cache Compression with Low-Rank Projection |
link |
Chi-Chih Chang, Wei-Cheng Lin,..., Kai-Chiang Wu |
| 12 |
2025-02-05 |
SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models |
link |
Daniel Levy, Siba Smarak Panigrahi,..., Siamak Ravanbakhsh |
| 12 |
2024-10-11 |
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time
Hybrid Information Structurization |
link |
Zhuoqun Li, Xuanang Chen,..., Yongbin Li |
| 12 |
2024-06-25 |
Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted
Phenomenon |
link |
USVSN Sai Prashanth, Alvin Deng,..., Naomi Saphra |
| 12 |
2024-10-17 |
Looking Inward: Language Models Can Learn About Themselves by
Introspection |
link |
Felix Jedidja Binder, James Chua,..., Owain Evans |
| 12 |
2024-06-12 |
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos |
link |
Xuehai He, Weixi Feng,..., Xin Eric Wang |
| 12 |
2024-10-03 |
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph |
link |
Siru Ouyang, Wenhao Yu,..., Dong Yu |
| 12 |
2024-07-01 |
Eliminating Position Bias of Language Models: A Mechanistic Approach |
link |
Ziqi Wang, Hanlin Zhang,..., Heng Ji |
| 12 |
2024-10-08 |
From Tokens to Words: On the Inner Lexicon of
LLMs |
link |
Guy Kaplan, Matanel Oren,..., Roy Schwartz |
| 12 |
2024-06-23 |
Efficient Evolutionary Search Over Chemical Space with Large Language
Models |
link |
Haorui Wang, Marta Skreta,..., Chao Zhang |
| 12 |
2024-11-25 |
Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and
Efficiency |
link |
Jerry Yao-Chieh Hu, Wei-Po Wang,..., Han Liu |
| 12 |
2024-10-16 |
CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency
Patching |
link |
Xingjian Wu, Xiangfei Qiu,..., Bin Yang |
| 12 |
2024-05-28 |
Learning Diverse Attacks on Large Language Models for Robust
Red-Teaming and Safety Tuning |
link |
Seanie Lee, Minsu Kim,..., Moksh Jain |
| 12 |
2024-10-09 |
MMEgo: Towards Building Egocentric Multimodal LLMs |
link |
Hanrong Ye, Haotian Zhang,..., Bowen Zhang |
| 12 |
2024-04-16 |
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation |
link |
Hongxin Zhang, Zeyuan Wang,..., Chuang Gan |
| 12 |
2024-12-10 |
3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video
Generation |
link |
Xiao FU, Xian Liu,..., Dahua Lin |
| 12 |
2024-11-08 |
Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the
Capabilities of Spoken Language Models with 180 Tasks |
link |
Chien-yu Huang, Wei-Chih Chen,..., Hung-yi Lee |
| 12 |
2024-10-28 |
CycleResearcher: Improving Automated Research via Automated Review |
link |
Yixuan Weng, Minjun Zhu,..., Linyi Yang |
| 11 |
2024-10-08 |
Restructuring Vector Quantization with the Rotation Trick |
link |
Christopher Fifty, Ronald Guenther Junkins,..., Christopher Re |
| 11 |
2024-11-19 |
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues |
link |
Riccardo Grazzi, Julien Siems,..., massimiliano pontil |
| 11 |
2024-06-28 |
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent
Collaboration |
link |
Yuxuan Sun, Yunlong Zhang,..., Lin Yang |
| 11 |
2024-09-11 |
Synthetic continued pretraining |
link |
Zitong Yang, Neil Band,..., Tatsunori Hashimoto |
| 11 |
2024-10-05 |
AI as Humanity’s Salieri: Quantifying Linguistic Creativity of Language
Models via Systematic Attribution of Machine Text against Web Text |
link |
Ximing Lu, Melanie Sclar,..., Yejin Choi |
| 11 |
2024-10-22 |
Do Vision-Language Models Represent Space and How? Evaluating Spatial
Frame of Reference under Ambiguities |
link |
Zheyuan Zhang, Fengyuan Hu,..., Ziqiao Ma |
| 11 |
2024-03-05 |
Correlated Proxies: A New Definition and Improved Mitigation for
Reward Hacking |
link |
Cassidy Laidlaw, Shivam Singhal, Anca Dragan |
| 11 |
2024-08-15 |
Can Large Language Models Understand Symbolic Graphics Programs? |
link |
Zeju Qiu, Weiyang Liu,..., Bernhard Schölkopf |
| 11 |
2023-10-07 |
Targeted Attack Improves Protection against Unauthorized Diffusion Customization |
link |
Boyang Zheng, Chumeng Liang, Xiaoyu Wu |
| 11 |
2024-07-22 |
ALLaM: Large Language Models for Arabic and English |
link |
M Saiful Bari, Yazeed Alnumay,..., Haidar Khan |
| 11 |
2024-06-12 |
CS-Bench: A Comprehensive Benchmark for Large Language Models towards
Computer Science Mastery |
link |
Xiaoshuai Song, Muxi Diao,..., Weiran Xu |
| 11 |
2024-03-21 |
Physics-Informed Diffusion Models |
link |
Jan-Hendrik Bastek, WaiChing Sun, Dennis Kochmann |
| 11 |
2024-05-24 |
Emergence of a High-Dimensional Abstraction Phase in Language Transformers |
link |
Emily Cheng, Diego Doimo,..., Marco Baroni |
| 11 |
2024-10-15 |
Planning Anything with Rigor: General-Purpose Zero-Shot Planning with LLM-based
Formalized Programming |
link |
Yilun Hao, Yang Zhang, Chuchu Fan |
| 11 |
2024-11-26 |
On Statistical Rates of Conditional Diffusion Transformer: Approximation and
Estimation |
link |
Jerry Yao-Chieh Hu, Weimin Wu,..., Han Liu |
| 11 |
2024-06-11 |
3D-Properties: Identifying Challenges in DPO and Charting a Path
Forward |
link |
Yuzi Yan, Yibo Miao,..., Dong Yan |
| 11 |
2024-05-27 |
Motion-Agent: A Conversational Framework for Human Motion Generation with
LLMs |
link |
Qi Wu, Yubo Zhao,..., Chi-Keung Tang |
| 11 |
2024-08-27 |
NeuroLM: A Universal Multi-task Foundation Model for Bridging the
Gap between Language and EEG Signals |
link |
Weibang Jiang, Yansen Wang,..., Dongsheng Li |
| 11 |
2024-04-29 |
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion
in Generative Hierarchical Models |
link |
Song Mei |
| 11 |
2024-05-24 |
OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness
with Environments Programmed in Code |
link |
Maxence Faldor, Jenny Zhang,..., Jeff Clune |
| 11 |
2024-05-30 |
Is In-Context Learning Sufficient for Instruction Following in LLMs? |
link |
Hao Zhao, Maksym Andriushchenko,..., Nicolas Flammarion |
| 11 |
2024-10-04 |
Dynamic Diffusion Transformer |
link |
Wangbo Zhao, Yizeng Han,..., Yang You |
| 11 |
2024-06-11 |
McEval: Massively Multilingual Code Evaluation |
link |
Linzheng Chai, Shukai Liu,..., Zhoujun Li |
| 11 |
2024-10-09 |
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection |
link |
Han Shen, Pin-Yu Chen,..., Tianyi Chen |
| 11 |
2024-10-09 |
Does Spatial Cognition Emerge in Frontier Models? |
link |
Santhosh Kumar Ramakrishnan, Erik Wijmans,..., Vladlen Koltun |
| 11 |
2024-06-27 |
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities
in LLMs by Finetuning on Synthetic Data |
link |
Zheyang Xiong, Vasilis Papageorgiou,..., Dimitris Papailiopoulos |
| 10 |
2024-10-06 |
Inference Scaling for Long-Context Retrieval Augmented Generation |
link |
Zhenrui Yue, Honglei Zhuang,..., Michael Bendersky |
| 10 |
2024-10-11 |
Transformers Provably Solve Parity Efficiently with Chain of Thought |
link |
Juno Kim, Taiji Suzuki |
| 10 |
2024-11-21 |
Do I Know This Entity? Knowledge Awareness and Hallucinations
in Language Models |
link |
Javier Ferrando, Oscar Balcells Obeso,..., Neel Nanda |
| 10 |
2024-10-14 |
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language
Models |
link |
Peng Xia, Siwei Han,..., Huaxiu Yao |
| 10 |
2024-08-26 |
Training-Free Activation Sparsity in Large Language Models |
link |
James Liu, Pragaash Ponnusamy,..., Ben Athiwaratkun |
| 10 |
2024-10-09 |
An undetectable watermark for generative image models |
link |
Sam Gunn, Xuandong Zhao, Dawn Song |
| 10 |
2025-01-15 |
Towards Fast, Specialized Machine Learning Force Fields: Distilling Foundation
Models via Energy Hessians |
link |
Ishan Amin, Sanjeev Raja, Aditi S. Krishnapriyan |
| 10 |
2024-10-09 |
KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks |
link |
Kaijing Ma, Xeron Du,..., Ge Zhang |
| 10 |
2024-10-04 |
GraphRouter: A Graph-based Router for LLM Selections |
link |
Tao Feng, Yanzhen Shen, Jiaxuan You |
| 10 |
2024-08-04 |
Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs
via Complementary Image Pyramid |
link |
Mingxin Huang, Yuliang Liu,..., Xiang Bai |
| 10 |
2024-10-22 |
Self-Evolving Multi-Agent Networks for Software Development |
link |
Yue Hu, Yuzhu Cai,..., Siheng Chen |
| 10 |
2024-11-07 |
The Semantic Hub Hypothesis: Language Models Share Semantic Representations
Across Languages and Modalities |
link |
Zhaofeng Wu, Xinyan Velocity Yu,..., Yoon Kim |
| 10 |
2024-04-09 |
MuPT: A Generative Symbolic Music Pretrained Transformer |
link |
Xingwei Qu, yuelin bai,..., Ge Zhang |
| 10 |
2024-03-22 |
A Transfer Attack to Image Watermarks |
link |
Yuepeng Hu, Zhengyuan Jiang,..., Neil Zhenqiang Gong |
| 10 |
2024-09-30 |
Robust LLM safeguarding via refusal feature adversarial training |
link |
Lei Yu, Virginie Do,..., Nicola Cancedda |
| 10 |
2024-10-01 |
TestGenEval: A Real World Unit Test Generation and Test
Completion Benchmark |
link |
Kush Jain, Gabriel Synnaeve, Baptiste Roziere |
| 10 |
2024-06-11 |
On the Relation between Trainability and Dequantization of Variational
Quantum Learning Models |
link |
Elies Gil-Fuster, Casper Gyurik,..., Vedran Dunjko |
| 10 |
2024-12-10 |
CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding |
link |
Jiquan Wang, Sha Zhao,..., Gang Pan |
| 10 |
2024-10-02 |
On the expressiveness and spectral bias of KANs |
link |
Yixuan Wang, Jonathan W. Siegel,..., Thomas Y. Hou |
| 10 |
2024-05-28 |
Hierarchical World Models as Visual Whole-Body Humanoid Controllers |
link |
Nicklas Hansen, Jyothir S V,..., Hao Su |
| 10 |
2024-12-01 |
Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language
Context Sparsification |
link |
Wenxuan Huang, Zijie Zhai,..., Shaohui Lin |
| 10 |
2024-10-03 |
Articulate-Anything: Automatic Modeling of Articulated Objects via a
Vision-Language Foundation Model |
link |
Long Le, Jason Xie,..., Eric Eaton |
| 10 |
2024-09-27 |
O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal
Assumptions |
link |
Gen Li, Yuling Yan |
| 10 |
2024-05-28 |
Intent3D: 3D Object Detection in RGB-D Scans Based on
Human Intention |
link |
Weitai Kang, Mengxue Qu,..., Yan Yan |