Every paper with a summary

Every arXiv paper Paperlayer has summarized so far. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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12,781 to 12,840 of 118,452

OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling
Yang Zhou, Yifan Wang, Jianjun Zhou +16
cs.CVarXiv:2509.12201v22025
AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems
Chi-Min Chan, Jianxuan Yu, Weize Chen +6
cs.CLarXiv:2408.14972v12024
MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Sonal Kumar, Šimon Sedláček, Vaibhavi Lokegaonkar +31
eess.AScs.SDarXiv:2508.13992v12025
SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation
Jonathan Roberts, Kai Han, Neil Houlsby +1
cs.CVarXiv:2405.08807v22024
Scaling Image and Video Generation via Test-Time Evolutionary Search
Haoran He, Jiajun Liang, Xintao Wang +4
cs.CVcs.AIcs.LGarXiv:2505.17618v12025
Hybrid Pruning: In-Situ Compression of Self-Supervised Speech Models for Speaker Verification and Anti-Spoofing
Junyi Peng, Lin Zhang, Jiangyu Han +5
eess.ASarXiv:2508.16232v22025
MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning
Zhaopeng Feng, Shaosheng Cao, Jiahan Ren +7
cs.CLcs.AIcs.LGarXiv:2504.10160v12025
ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding
Shuo Cao, Nan Ma, Jiayang Li +12
cs.CVarXiv:2507.14533v22025
MORepair: Teaching LLMs to Repair Code via Multi-Objective Fine-tuning
Boyang Yang, Haoye Tian, Jiadong Ren +5
cs.SEarXiv:2404.12636v42024
Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse
Lorenzo Noci, Sotiris Anagnostidis, Luca Biggio +3
cs.LGarXiv:2206.03126v12022
Towards Universal Modal Tracking with Online Dense Temporal Token Learning
Yaozong Zheng, Bineng Zhong, Qihua Liang +4
cs.CVcs.MMarXiv:2507.20177v12025
ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning
Bairu Hou, Yang Zhang, Jiabao Ji +4
cs.CLarXiv:2504.01296v12025
Segment Any 3D Object with Language
Seungjun Lee, Yuyang Zhao, Gim Hee Lee
cs.CVcs.AIarXiv:2404.02157v12024
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search
Yunhai Hu, Yilun Zhao, Chen Zhao +1
cs.CLarXiv:2503.20757v22025
PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU
Yixin Song, Zeyu Mi, Haotong Xie +1
cs.LGcs.OSarXiv:2312.12456v22023
SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning
Yuqian Fu, Tinghong Chen, Jiajun Chai +7
cs.CLcs.AIcs.LGarXiv:2506.19767v12025
InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences
Hongkai Zheng, Wenda Chu, Bingliang Zhang +9
cs.LGarXiv:2503.11043v22025
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Shansan Gong, Ruixiang Zhang, Huangjie Zheng +4
cs.CLarXiv:2506.20639v22025
Evolutionary Optimization of Model Merging Recipes
Takuya Akiba, Makoto Shing, Yujin Tang +2
cs.NEarXiv:2403.13187v22024
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly
Zhaowei Wang, Wenhao Yu, Xiyu Ren +9
cs.CVcs.CLarXiv:2505.10610v32025
B-cos Networks: Alignment is All We Need for Interpretability
Moritz Böhle, Mario Fritz, Bernt Schiele
cs.CVstat.MLarXiv:2205.10268v12022
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning
LASA Team, Weiwen Xu, Hou Pong Chan +16
cs.CLcs.AIcs.CVarXiv:2506.07044v42025
Gaussian Grouping: Segment and Edit Anything in 3D Scenes
Mingqiao Ye, Martin Danelljan, Fisher Yu +1
cs.CVcs.AIarXiv:2312.00732v22023
Retrieval-Augmented Generation for AI-Generated Content: A Survey
Penghao Zhao, Hailin Zhang, Qinhan Yu +7
cs.CVarXiv:2402.19473v62024
Memorize or Generalize? Evaluating LLM Code Generation with Code Rewriting
Lizhe Zhang, Wentao Chen, Li Zhong +3
cs.AIarXiv:2503.02296v22025
AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies
Yi Zeng, Yu Yang, Andy Zhou +9
cs.CYcs.AIarXiv:2407.17436v22024
Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
Nataliya Kosmyna, Eugene Hauptmann, Ye Tong Yuan +5
cs.AIarXiv:2506.08872v22025
TD-MPC2: Scalable, Robust World Models for Continuous Control
Nicklas Hansen, Hao Su, Xiaolong Wang
cs.LGcs.AIcs.CVarXiv:2310.16828v22023
Weakly Aligned Feature Fusion for Multimodal Object Detection
Lu Zhang, Zhiyong Liu, Xiangyu Zhu +4
cs.CVarXiv:2204.09848v12022
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation
Jiaxiang Tang, Zhaoxi Chen, Xiaokang Chen +3
cs.CVarXiv:2402.05054v12024
X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Multi-Turn Jailbreaks without Compromising Usability
Xiaoya Lu, Dongrui Liu, Yi Yu +2
cs.CRcs.AIcs.CLarXiv:2502.09990v32025
Think Only When You Need with Large Hybrid-Reasoning Models
Lingjie Jiang, Xun Wu, Shaohan Huang +7
cs.CLarXiv:2505.14631v22025
Theoretical Understanding of In-Context Learning in Shallow Transformers with Unstructured Data
Yue Xing, Xiaofeng Lin, Chenheng Xu +3
cs.LGcs.CLstat.MLarXiv:2402.00743v22024
DualBreach: Efficient Dual-Jailbreaking via Target-Driven Initialization and Multi-Target Optimization
Xinzhe Huang, Kedong Xiu, Tianhang Zheng +5
cs.CRcs.AIarXiv:2504.18564v22025
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
Hung Le, Hailin Chen, Amrita Saha +3
cs.AIcs.CLcs.PLarXiv:2310.08992v32023
Vision language models are blind: Failing to translate detailed visual features into words
Pooyan Rahmanzadehgervi, Logan Bolton, Mohammad Reza Taesiri +1
cs.AIcs.CVarXiv:2407.06581v62024
Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval
Ayan Kumar Bhunia, Subhadeep Koley, Abdullah Faiz Ur Rahman Khilji +4
cs.CVarXiv:2203.14817v12022
WAVES: Benchmarking the Robustness of Image Watermarks
Bang An, Mucong Ding, Tahseen Rabbani +8
cs.CVcs.CRcs.LGarXiv:2401.08573v32024
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models
Holy Lovenia, Wenliang Dai, Samuel Cahyawijaya +2
cs.CVcs.CLarXiv:2310.05338v22023
Integrating Large Language Models for Automated Structural Analysis
Haoran Liang, Mohammad Talebi Kalaleh, Qipei Mei
cs.SEcs.LGarXiv:2504.09754v12025
Automating Code Review Activities by Large-Scale Pre-training
Zhiyu Li, Shuai Lu, Daya Guo +8
cs.SEcs.AIarXiv:2203.09095v22022
BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning
Ruyang Liu, Chen Li, Yixiao Ge +3
cs.CVarXiv:2309.15785v22023
A Recipe for Scaling up Text-to-Video Generation with Text-free Videos
Xiang Wang, Shiwei Zhang, Hangjie Yuan +6
cs.CVcs.AIarXiv:2312.15770v12023
Easi3R: Estimating Disentangled Motion from DUSt3R Without Training
Xingyu Chen, Yue Chen, Yuliang Xiu +2
cs.CVarXiv:2503.24391v32025
MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning
Shiming Chen, Ziming Hong, Guo-Sen Xie +5
cs.CVarXiv:2203.03137v22022
MMaDA: Multimodal Large Diffusion Language Models
Ling Yang, Ye Tian, Bowen Li +4
cs.CVarXiv:2505.15809v22025
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations
Xu Huang, Jianxun Lian, Yuxuan Lei +3
cs.IRcs.AIarXiv:2308.16505v32023
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
Yang Yue, Zhiqi Chen, Rui Lu +5
cs.AIcs.CLcs.CVarXiv:2504.13837v52025
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?
Sewon Min, Xinxi Lyu, Ari Holtzman +4
cs.CLcs.AIarXiv:2202.12837v22022
FALCON: Learning Force-Adaptive Humanoid Loco-Manipulation
Yuanhang Zhang, Yifu Yuan, Prajwal Gurunath +7
cs.ROarXiv:2505.06776v22025
MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception
Yiran Qin, Enshen Zhou, Qichang Liu +5
cs.CVarXiv:2312.07472v42023
Decomposing a factorial into large factors
Boris Alexeev, Evan Conway, Matthieu Rosenfeld +4
math.NTarXiv:2503.20170v42025
Studying Large Language Model Generalization with Influence Functions
Roger Grosse, Juhan Bae, Cem Anil +14
cs.LGcs.CLstat.MLarXiv:2308.03296v12023
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents
Niels Mündler, Mark Niklas Müller, Jingxuan He +1
cs.SEcs.AIcs.LGarXiv:2406.12952v32024
Predicting Physics in Mesh-reduced Space with Temporal Attention
Xu Han, Han Gao, Tobias Pfaff +2
cs.LGarXiv:2201.09113v42022
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
Zhiwei He, Tian Liang, Jiahao Xu +12
cs.CLcs.AIarXiv:2504.11456v22025
Dion: Distributed Orthonormalized Updates
Kwangjun Ahn, Byron Xu, Natalie Abreu +5
cs.LGcs.AImath.OCarXiv:2504.05295v32025
AdaDiff: Adaptive Step Selection for Fast Diffusion Models
Hui Zhang, Zuxuan Wu, Zhen Xing +2
cs.CVcs.AIarXiv:2311.14768v22023
F-LMM: Grounding Frozen Large Multimodal Models
Size Wu, Sheng Jin, Wenwei Zhang +4
cs.CVarXiv:2406.05821v32024
MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation
Yuxiang Fu, Qi Yan, Lele Wang +2
cs.CVcs.AIcs.LGarXiv:2503.09950v12025

Every paper with a summary

OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling

AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems

MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence

SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation

Scaling Image and Video Generation via Test-Time Evolutionary Search

Hybrid Pruning: In-Situ Compression of Self-Supervised Speech Models for Speaker Verification and Anti-Spoofing

MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning

ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding

MORepair: Teaching LLMs to Repair Code via Multi-Objective Fine-tuning

Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse

Towards Universal Modal Tracking with Online Dense Temporal Token Learning

ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning

Segment Any 3D Object with Language

MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search

PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU

SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning

InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences

DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation

Evolutionary Optimization of Model Merging Recipes

MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly

B-cos Networks: Alignment is All We Need for Interpretability

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Gaussian Grouping: Segment and Edit Anything in 3D Scenes

Retrieval-Augmented Generation for AI-Generated Content: A Survey

Memorize or Generalize? Evaluating LLM Code Generation with Code Rewriting

AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies

Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task

TD-MPC2: Scalable, Robust World Models for Continuous Control

Weakly Aligned Feature Fusion for Multimodal Object Detection

LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation

X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Multi-Turn Jailbreaks without Compromising Usability

Think Only When You Need with Large Hybrid-Reasoning Models

Theoretical Understanding of In-Context Learning in Shallow Transformers with Unstructured Data

DualBreach: Efficient Dual-Jailbreaking via Target-Driven Initialization and Multi-Target Optimization

CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules

Vision language models are blind: Failing to translate detailed visual features into words

Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval

WAVES: Benchmarking the Robustness of Image Watermarks

Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Integrating Large Language Models for Automated Structural Analysis

Automating Code Review Activities by Large-Scale Pre-training

BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning

A Recipe for Scaling up Text-to-Video Generation with Text-free Videos

Easi3R: Estimating Disentangled Motion from DUSt3R Without Training

MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning

MMaDA: Multimodal Large Diffusion Language Models

Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?

FALCON: Learning Force-Adaptive Humanoid Loco-Manipulation

MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception

Decomposing a factorial into large factors

Studying Large Language Model Generalization with Influence Functions

SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents

Predicting Physics in Mesh-reduced Space with Temporal Attention

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning

Dion: Distributed Orthonormalized Updates

AdaDiff: Adaptive Step Selection for Fast Diffusion Models

F-LMM: Grounding Frozen Large Multimodal Models

MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation