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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14,161 to 14,220 of 117,064

SWE-bench Goes Live!
Linghao Zhang, Shilin He, Chaoyun Zhang +12
cs.SEcs.AIcs.CLarXiv:2505.23419v22025
JAILJUDGE: A Comprehensive Jailbreak Judge Benchmark with Multi-Agent Enhanced Explanation Evaluation Framework
Fan Liu, Yue Feng, Zhao Xu +4
cs.CLcs.AIarXiv:2410.12855v22024
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
Zhuofeng Li, Haoxiang Zhang, Seungju Han +6
cs.AIcs.CLcs.LGarXiv:2510.05592v22025
Vid2World: Crafting Video Diffusion Models to Interactive World Models
Siqiao Huang, Jialong Wu, Qixing Zhou +2
cs.CVcs.LGarXiv:2505.14357v32025
Toward Scalable Terminal Task Synthesis via Skill Graphs
Zhiyuan Fan, Tinghao Yu, Yuanjun Cai +8
cs.AIarXiv:2604.25727v12026
Emu3: Next-Token Prediction is All You Need
Xinlong Wang, Xiaosong Zhang, Zhengxiong Luo +22
cs.CVarXiv:2409.18869v12024
Debt Behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild
Yue Liu, Ratnadira Widyasari, Yanjie Zhao +3
cs.SEarXiv:2603.28592v22026
SecInfer: Preventing Prompt Injection via Inference-time Scaling
Yupei Liu, Yanting Wang, Yuqi Jia +2
cs.CRcs.AIarXiv:2509.24967v42025
RLCoder: Reinforcement Learning for Repository-Level Code Completion
Yanlin Wang, Yanli Wang, Daya Guo +4
cs.SEarXiv:2407.19487v12024
Judging the Judges: A Collection of LLM-Generated Relevance Judgements
Hossein A. Rahmani, Clemencia Siro, Mohammad Aliannejadi +6
cs.IRarXiv:2502.13908v12025
DreamO: A Unified Framework for Image Customization
Chong Mou, Yanze Wu, Wenxu Wu +15
cs.CVarXiv:2504.16915v52025
NL2LOGIC: AST-Guided Translation of Natural Language into First-Order Logic with Large Language Models
Rizky Ramadhana Putra, Raihan Sultan Pasha Basuki, Yutong Cheng +1
cs.AIcs.CLarXiv:2602.13237v12026
Diffusion Models in Low-Level Vision: A Survey
Chunming He, Yuqi Shen, Chengyu Fang +6
cs.CVcs.AIarXiv:2406.11138v22024
Combining physics-based and data-driven models: advancing the frontiers of research with Scientific Machine Learning
Alfio Quarteroni, Paola Gervasio, Francesco Regazzoni
math.NAcs.LGcs.NAarXiv:2501.18708v22025
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
Kuan Li, Zhongwang Zhang, Huifeng Yin +14
cs.LGcs.CLarXiv:2509.13305v12025
RWKV-7 "Goose" with Expressive Dynamic State Evolution
Bo Peng, Ruichong Zhang, Daniel Goldstein +15
cs.CLcs.AIcs.LGarXiv:2503.14456v22025
WorldTravel: A Realistic Multimodal Travel-Planning Benchmark with Tightly Coupled Constraints
Zexuan Wang, Chenghao Yang, Yingqi Que +18
cs.CLarXiv:2602.08367v12026
On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting
Wenhao Zhang, Yuexiang Xie, Yuchang Sun +5
cs.LGcs.AIarXiv:2508.11408v32025
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation
Junyuan Zhang, Qintong Zhang, Bin Wang +6
cs.CVarXiv:2412.02592v42024
Observational Scaling Laws and the Predictability of Language Model Performance
Yangjun Ruan, Chris J. Maddison, Tatsunori Hashimoto
cs.LGcs.AIcs.CLarXiv:2405.10938v32024
Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning
Wenjie Wu, Yongcheng Jing, Yingjie Wang +2
cs.AIarXiv:2503.01642v12025
SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam?
Jingyi Chai, Shuo Tang, Rui Ye +8
cs.AIcs.CLarXiv:2507.05241v22025
OpenSatMap: A Fine-grained High-resolution Satellite Dataset for Large-scale Map Construction
Hongbo Zhao, Lue Fan, Yuntao Chen +6
cs.CVarXiv:2410.23278v12024
AgentEHR: Advancing Autonomous Clinical Decision-Making via Retrospective Summarization
Yusheng Liao, Chuan Xuan, Yutong Cai +4
cs.CLarXiv:2601.13918v12026
Systematic Outliers in Large Language Models
Yongqi An, Xu Zhao, Tao Yu +2
cs.CLcs.AIcs.LGarXiv:2502.06415v22025
Let's Put Ourselves in Sally's Shoes: Shoes-of-Others Prefilling Improves Theory of Mind in Large Language Models
Kazutoshi Shinoda, Nobukatsu Hojo, Kyosuke Nishida +4
cs.CLcs.AIarXiv:2506.05970v22025
Large Language Model-Brained GUI Agents: A Survey
Chaoyun Zhang, Shilin He, Jiaxu Qian +10
cs.AIcs.CLcs.HCarXiv:2411.18279v122024
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
Manling Li, Shiyu Zhao, Qineng Wang +12
cs.CLcs.AIcs.LGarXiv:2410.07166v32024
WonderZoom: Multi-Scale 3D World Generation
Jin Cao, Hong-Xing Yu, Jiajun Wu
cs.CVcs.AIcs.GRarXiv:2512.09164v12025
POLARIS: Projection-Orthogonal Least Squares for Robust and Adaptive Inversion in Diffusion Models
Wenshuo Chen, Haosen Li, Shaofeng Liang +6
cs.CVarXiv:2512.00369v12025
Human Psychometric Questionnaires Mischaracterize LLM Behavior
Woojung Song, Dongmin Choi, Yoonah Park +3
cs.CLcs.AIarXiv:2509.10078v52025
Flow-GRPO: Training Flow Matching Models via Online RL
Jie Liu, Gongye Liu, Jiajun Liang +6
cs.CVcs.AIarXiv:2505.05470v52025
HS-FPN: High Frequency and Spatial Perception FPN for Tiny Object Detection
Zican Shi, Jing Hu, Jie Ren +6
cs.CVarXiv:2412.10116v32024
RAVR: Reference-Answer-guided Variational Reasoning for Large Language Models
Tianqianjin Lin, Xi Zhao, Xingyao Zhang +5
cs.AIcs.CLcs.LGarXiv:2510.25206v12025
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation
Peize Sun, Yi Jiang, Shoufa Chen +4
cs.CVarXiv:2406.06525v12024
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval
Sangam Lee, Ryang Heo, SeongKu Kang +1
cs.IRarXiv:2503.23033v22025
Chain of Thought Empowers Transformers to Solve Inherently Serial Problems
Zhiyuan Li, Hong Liu, Denny Zhou +1
cs.LGcs.CCstat.MLarXiv:2402.12875v42024
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
Yangning Li, Yinghui Li, Xinyu Wang +8
cs.CLarXiv:2411.02937v52024
Retrieval Head Mechanistically Explains Long-Context Factuality
Wenhao Wu, Yizhong Wang, Guangxuan Xiao +2
cs.CLarXiv:2404.15574v12024
Temporal Alignment Guidance: On-Manifold Sampling in Diffusion Models
Youngrok Park, Hojung Jung, Sangmin Bae +1
cs.LGcs.AIarXiv:2510.11057v12025
From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs
Navya Jain, Zekun Wu, Cristian Munoz +5
cs.CLarXiv:2409.10245v42024
Near-Field Communications: A Comprehensive Survey
Yuanwei Liu, Chongjun Ouyang, Zhaolin Wang +3
eess.SParXiv:2401.05900v22024
Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy
Tong Wu, Shujian Zhang, Kaiqiang Song +7
cs.LGcs.AIcs.CLarXiv:2410.09102v22024
Inductive Moment Matching
Linqi Zhou, Stefano Ermon, Jiaming Song
cs.LGcs.AIstat.MLarXiv:2503.07565v72025
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding
Guo Chen, Yifei Huang, Jilan Xu +7
cs.CVarXiv:2403.09626v12024
SAEdit: Token-level control for continuous image editing via Sparse AutoEncoder
Ronen Kamenetsky, Sara Dorfman, Daniel Garibi +3
cs.GRcs.AIcs.CVarXiv:2510.05081v12025
Steering Your Diffusion Policy with Latent Space Reinforcement Learning
Andrew Wagenmaker, Mitsuhiko Nakamoto, Yunchu Zhang +5
cs.ROcs.LGarXiv:2506.15799v22025
BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems
Yuxin Wang, Yuhan Chen, Zeyu Li +11
cs.DCcs.PFarXiv:2401.17644v52024
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
Jin Jiang, Yuchen Yan, Yang Liu +6
cs.CLarXiv:2409.12929v32024
CommRad: Context-Aware Sensing-Driven Millimeter-Wave Networks
Ish Kumar Jain, Suriyaa MM, Dinesh Bharadia
eess.SPcs.NIarXiv:2407.08817v12024
SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning
Yizhou Chi, Yizhang Lin, Sirui Hong +9
cs.AIcs.CLcs.LGarXiv:2410.17238v12024
Rate Maximization for Downlink Pinching-Antenna Systems
Yanqing Xu, Zhiguo Ding, George K. Karagiannidis
cs.ITeess.SParXiv:2502.12629v12025
AnywhereVLA: Language-Conditioned Exploration and Mobile Manipulation
Konstantin Gubernatorov, Artem Voronov, Roman Voronov +4
cs.ROcs.AIarXiv:2509.21006v12025
DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes
Xiaoyu Zhou, Zhiwei Lin, Xiaojun Shan +3
cs.CVarXiv:2312.07920v32023
Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks
Hailong Guo, Bohan Zeng, Yiren Song +3
cs.CVarXiv:2501.15891v22025
On the Error Rate of the LoRa Modulation with Interference
Orion Afisiadis, Matthieu Cotting, Andreas Burg +1
eess.SParXiv:1905.11252v22019
LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence
Zixin Yin, Xili Dai, Duomin Wang +4
cs.CVarXiv:2509.12203v32025
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference
Mengcheng Lan, Chaofeng Chen, Yiping Ke +3
cs.CVarXiv:2407.12442v12024
RoboCoder: Robotic Learning from Basic Skills to General Tasks with Large Language Models
Jingyao Li, Pengguang Chen, Sitong Wu +3
cs.ROcs.LGarXiv:2406.03757v12024
How much do language models memorize?
John X. Morris, Chawin Sitawarin, Chuan Guo +5
cs.CLarXiv:2505.24832v32025

Every paper with a summary

SWE-bench Goes Live!

JAILJUDGE: A Comprehensive Jailbreak Judge Benchmark with Multi-Agent Enhanced Explanation Evaluation Framework

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Vid2World: Crafting Video Diffusion Models to Interactive World Models

Toward Scalable Terminal Task Synthesis via Skill Graphs

Emu3: Next-Token Prediction is All You Need

Debt Behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild

SecInfer: Preventing Prompt Injection via Inference-time Scaling

RLCoder: Reinforcement Learning for Repository-Level Code Completion

Judging the Judges: A Collection of LLM-Generated Relevance Judgements

DreamO: A Unified Framework for Image Customization

NL2LOGIC: AST-Guided Translation of Natural Language into First-Order Logic with Large Language Models

Diffusion Models in Low-Level Vision: A Survey

Combining physics-based and data-driven models: advancing the frontiers of research with Scientific Machine Learning

WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning

RWKV-7 "Goose" with Expressive Dynamic State Evolution

WorldTravel: A Realistic Multimodal Travel-Planning Benchmark with Tightly Coupled Constraints

On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting

OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation

Observational Scaling Laws and the Predictability of Language Model Performance

Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning

SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam?

OpenSatMap: A Fine-grained High-resolution Satellite Dataset for Large-scale Map Construction

AgentEHR: Advancing Autonomous Clinical Decision-Making via Retrospective Summarization

Systematic Outliers in Large Language Models

Let's Put Ourselves in Sally's Shoes: Shoes-of-Others Prefilling Improves Theory of Mind in Large Language Models

Large Language Model-Brained GUI Agents: A Survey

Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making

WonderZoom: Multi-Scale 3D World Generation

POLARIS: Projection-Orthogonal Least Squares for Robust and Adaptive Inversion in Diffusion Models

Human Psychometric Questionnaires Mischaracterize LLM Behavior

Flow-GRPO: Training Flow Matching Models via Online RL

HS-FPN: High Frequency and Spatial Perception FPN for Tiny Object Detection

RAVR: Reference-Answer-guided Variational Reasoning for Large Language Models

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval

Chain of Thought Empowers Transformers to Solve Inherently Serial Problems

Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent

Retrieval Head Mechanistically Explains Long-Context Factuality

Temporal Alignment Guidance: On-Manifold Sampling in Diffusion Models

From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs

Near-Field Communications: A Comprehensive Survey

Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy

Inductive Moment Matching

Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding

SAEdit: Token-level control for continuous image editing via Sparse AutoEncoder

Steering Your Diffusion Policy with Latent Space Reinforcement Learning

BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning

CommRad: Context-Aware Sensing-Driven Millimeter-Wave Networks

SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning

Rate Maximization for Downlink Pinching-Antenna Systems

AnywhereVLA: Language-Conditioned Exploration and Mobile Manipulation

DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes

Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks

On the Error Rate of the LoRa Modulation with Interference

LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence

ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference

RoboCoder: Robotic Learning from Basic Skills to General Tasks with Large Language Models

How much do language models memorize?