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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109,141 to 109,200 of 119,746

Toward Parking Spot Occupancy Recognition: A Self-Supervised Approach
Luan Marko Kujavski, Rayson Laroca, Paulo Lisboa de Almeida
cs.CVarXiv:2606.20886v12026
PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns
Syrym Abdikhan, Mazhar Hameed
cs.SEcs.LGarXiv:2608.14742v12026
BRA-Audit: Budgeted Runtime Auditing for LLM Multi-Agent Systems via Cumulative-Exposure Audit-Point Placement
Kaixiang Wang, Yidan Lin, Jiong Lou +1
cs.MAcs.AIarXiv:2608.14668v12026
MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding
Hejun Dong, Junbo Niu, Bin Wang +3
cs.CVarXiv:2603.22458v12026
AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems
Nicole Koenigstein
cs.MAcs.AIcs.LGarXiv:2605.27466v12026
KARL: Knowledge Agents via Reinforcement Learning
Jonathan D. Chang, Andrew Drozdov, Shubham Toshniwal +23
cs.AIcs.LGarXiv:2603.05218v12026
FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models
Dmitry Stanishevskii, Nini Kamkia, Alexey Khoroshilov +4
cs.CLarXiv:2605.15482v22026
VGGT-Edit: Feed-forward Native 3D Scene Editing with Residual Field Prediction
Kaixin Zhu, Yiwen Tang, Yifan Yang +9
cs.CVcs.AIarXiv:2605.15186v22026
Style or Signature? Artist-Disjoint Evaluation of Style Classification in Frozen Vision Embeddings
Rory Ashton
cs.CVcs.LGarXiv:2608.14435v12026
Phi-4-reasoning-vision-15B Technical Report
Jyoti Aneja, Michael Harrison, Neel Joshi +3
cs.AIcs.CVarXiv:2603.03975v12026
Semantic Generative Tuning for Unified Multimodal Models
Songsong Yu, Yuxin Chen, Ying Shan +1
cs.CVcs.AIarXiv:2605.18714v22026
LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards
Nianyi Lin, Jiajie Zhang, Lei Hou +1
cs.CLcs.AIcs.LGarXiv:2605.31584v12026
PanoWorld: A Generative Spatial World Model for Consistent Whole-House Panorama Synthesis
Jinrang Jia, Zhenjia Li, Yijiang Hu +1
cs.CVarXiv:2605.17916v22026
Polaris : Multi Agentic System for Conversational Enterprise Analytics
Varuni H K, Soham Sarkar, Jay Kumar +4
cs.AIarXiv:2608.14246v12026
Recursive Think-Answer Process for LLMs and VLMs
Byung-Kwan Lee, Youngchae Chee, Yong Man Ro
cs.CLarXiv:2603.02099v22026
Discovering Hidden Gems in Model Repositories
Jonathan Kahana, Eliahu Horwitz, Yedid Hoshen
cs.LGcs.CLarXiv:2601.22157v12026
Using Songs to Improve Kazakh Automatic Speech Recognition
Rustem Yeshpanov
eess.ASarXiv:2603.00961v32026
COrigami: An AI Pipeline for Co-Designing Flat-Foldable Visually Recognisable Origami
Tom Zahavy, Shaobo Hou, Thomas Tumiel +16
cs.AIarXiv:2606.26299v12026
Venus: Benchmarking and Empowering Multimodal Large Language Models for Aesthetic Guidance and Cropping
Tianxiang Du, Hulingxiao He, Yuxin Peng
cs.CVarXiv:2602.23980v12026
Second Thought: Reasoning in Parallel as LLM Agents Act and Observe
Zhensu Sun, Chengran Yang, Yunbo Lyu +2
cs.AIcs.SEarXiv:2608.13667v12026
Humans and LLMs Diverge on Probabilistic Inferences
Gaurav Kamath, Sreenath Madathil, Sebastian Schuster +2
cs.CLcs.AIarXiv:2602.23546v12026
OmniVideo-100K: A Dataset for Audio-Visual Reasoning through Structured Scripts and Evidence Chains
Xinyue Cai, Chaoyou Fu, Yi-Fan Zhang +2
cs.CVarXiv:2606.14702v22026
Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors
Akira Okutomi
cs.AIcs.CLarXiv:2608.13591v12026
Not All Tokens Are Equal: Inflation-Aware Routing for Agentic LLM Systems
Heming Fu, Shan Lin, Qianqian Xie +1
cs.CLcs.AIarXiv:2608.13571v12026
VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions
Yuxin Chen, Yi Zhang, Zhengzhou Cai +11
cs.AIarXiv:2605.27141v12026
Mela: Test-Time Memory Consolidation based on Transformation Hypothesis
Lungchuan Chen
cs.CLarXiv:2605.10537v12026
CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning
Dachuan Shi, Hanlin Zhu, Xiangchi Yuan +4
cs.CLcs.AIarXiv:2605.20075v12026
DexHoldem: Playing Texas Hold'em with Dexterous Embodied System
Feng Chen, Tianzhe Chu, Li Sun +6
cs.ROcs.AIarXiv:2605.18727v12026
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
Mingyang Song, Haoyu Sun, Jiawei Gu +4
cs.AIcs.CLcs.CVarXiv:2601.18631v22026
From LLMs to LRMs: Rethinking Pruning for Reasoning-Centric Models
Longwei Ding, Anhao Zhao, Fanghua Ye +2
cs.LGarXiv:2601.18091v12026
Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts
Gabriel Jason Lee, Jathurshan Pradeepkumar, Jimeng Sun
cs.LGcs.AIeess.SParXiv:2604.16926v22026
CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection
Jiwon Song, Dongwon Jo, Beomseok Kang +1
cs.CLarXiv:2605.16839v12026
MirrorWorld: Taming Video Diffusion Models for Mirror Reflection Generation
Youjun Zhao, Alex Warren, Gary K. L. Tam +1
cs.CVcs.LGarXiv:2608.07463v12026
AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery
Guiyao Tie, Jiawen Shi, Dingjie Song +20
cs.AIarXiv:2605.23204v12026
Efficient Reasoning with Balanced Thinking
Yulin Li, Tengyao Tu, Li Ding +5
cs.AIcs.CLcs.LGarXiv:2603.12372v32026
Composer 2 Technical Report
Cursor Research, :, Aaron Chan +53
cs.SEcs.LGarXiv:2603.24477v22026
Large Language Models over Networks: Collaborative Intelligence under Resource Constraints
Liangqi Yuan, Wenzhi Fang, Shiqiang Wang +2
eess.SPcs.DCcs.LGarXiv:2605.08626v12026
MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks
Zixuan Ke, Yifei Ming, Austin Xu +7
cs.AIcs.CLcs.MAarXiv:2601.14652v52026
VoxCPM2 Technical Report
Yixuan Zhou, Guoyang Zeng, Xin Liu +15
cs.SDeess.ASarXiv:2606.06928v12026
FrameSkip: Learning from Fewer but More Informative Frames in VLA Training
Bin Yu, Shijie Lian, Xiaopeng Lin +8
cs.ROarXiv:2605.13757v12026
PRiSM: Benchmarking Phone Realization in Speech Models
Shikhar Bharadwaj, Chin-Jou Li, Yoonjae Kim +13
cs.CLcs.SDarXiv:2601.14046v22026
Meta-Reinforcement Learning with Self-Reflection for Agentic Search
Teng Xiao, Yige Yuan, Hamish Ivison +6
cs.LGcs.CLarXiv:2603.11327v22026
DocAtlas: Multilingual Document Understanding Across 80+ Languages
Ahmed Heakl, Youssef Mohamed, Abdullah Sohail +6
cs.CLcs.CVcs.LGarXiv:2605.12623v22026
Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images
Yuxuan Yang, Zhonghao Yan, Yi Zhang +6
cs.CVarXiv:2602.19424v32026
A Hybrid Approach for Closing the Sim2real Appearance Gap in Game Engine Synthetic Datasets
Stefanos Pasios
cs.CVarXiv:2605.02291v12026
SoCRATES: Towards Reliable Automated Evaluation of Proactive LLM Mediation across Domains and Socio-cognitive Variations
Taewon Yun, Hyeonseong Park, Jeonghwan Choi +3
cs.AIcs.CLarXiv:2606.05563v12026
VAnim: Rendering-Aware Sparse State Modeling for Structure-Preserving Vector Animation
Guotao Liang, Zhangcheng Wang, Chuang Wang +6
cs.CVarXiv:2605.01517v12026
SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding
Talor Abramovich, Maor Ashkenazi, Izzy Putterman +5
cs.DCcs.AIarXiv:2604.09557v22026
ScheMatiQ: From Research Question to Structured Data through Interactive Schema Discovery
Shahar Levy, Eliya Habba, Reshef Mintz +3
cs.CLarXiv:2604.09237v22026
OpenComputer: Verifiable Software Worlds for Computer-Use Agents
Jinbiao Wei, Qianran Ma, Yilun Zhao +4
cs.AIcs.SEarXiv:2605.19769v12026
How do LLMs Compute Verbal Confidence
Dharshan Kumaran, Arthur Conmy, Federico Barbero +3
cs.CLcs.AIcs.LGarXiv:2603.17839v32026
AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery
Lei Xiong, Kun Luo, Ziyi Xia +15
cs.AIarXiv:2604.25256v12026
GeneralVLA-2: Geometry-Aware Reconstruction and Governed Memory for Robot Planning
Haoyu Wang, Guoqing Ma, Zeyu Zhang +3
cs.CVcs.ROarXiv:2606.17480v12026
IQuest-Coder-V1 Technical Report
Jian Yang, Wei Zhang, Shawn Guo +35
cs.AIcs.CLcs.SEarXiv:2603.16733v12026
The Impact of Mobile Blockers on Millimeter Wave Cellular Systems
Ish Kumar Jain, Rajeev Kumar, Shivendra Panwar
eess.SParXiv:1807.04388v22018
MARS: Enabling Autoregressive Models Multi-Token Generation
Ziqi Jin, Lei Wang, Ziwei Luo +1
cs.CLarXiv:2604.07023v12026
ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents
Fanqing Meng, Lingxiao Du, Zijian Wu +46
cs.CVcs.SEarXiv:2604.23781v22026
Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs
Yunhong Lu, Qichao Wang, Hengyuan Cao +2
cs.CVarXiv:2605.09433v12026
SABER: Benchmarking Operational Safety of LLM Coding Agents in Stateful Project Workspaces
Qi Hu, Yifeng Tang, Qinghua Wang +7
cs.SEcs.CRarXiv:2606.01317v12026
MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments
Giridhar Ganapavarapu, Dhaval Patel
cs.AIcs.MAarXiv:2605.09131v12026

Every paper with a summary

Toward Parking Spot Occupancy Recognition: A Self-Supervised Approach

PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns

BRA-Audit: Budgeted Runtime Auditing for LLM Multi-Agent Systems via Cumulative-Exposure Audit-Point Placement

MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding

AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems

KARL: Knowledge Agents via Reinforcement Learning

FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models

VGGT-Edit: Feed-forward Native 3D Scene Editing with Residual Field Prediction

Style or Signature? Artist-Disjoint Evaluation of Style Classification in Frozen Vision Embeddings

Phi-4-reasoning-vision-15B Technical Report

Semantic Generative Tuning for Unified Multimodal Models

LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards

PanoWorld: A Generative Spatial World Model for Consistent Whole-House Panorama Synthesis

Polaris : Multi Agentic System for Conversational Enterprise Analytics

Recursive Think-Answer Process for LLMs and VLMs

Discovering Hidden Gems in Model Repositories

Using Songs to Improve Kazakh Automatic Speech Recognition

COrigami: An AI Pipeline for Co-Designing Flat-Foldable Visually Recognisable Origami

Venus: Benchmarking and Empowering Multimodal Large Language Models for Aesthetic Guidance and Cropping

Second Thought: Reasoning in Parallel as LLM Agents Act and Observe

Humans and LLMs Diverge on Probabilistic Inferences

OmniVideo-100K: A Dataset for Audio-Visual Reasoning through Structured Scripts and Evidence Chains

Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors

Not All Tokens Are Equal: Inflation-Aware Routing for Agentic LLM Systems

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions

Mela: Test-Time Memory Consolidation based on Transformation Hypothesis

CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning

DexHoldem: Playing Texas Hold'em with Dexterous Embodied System

AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning

From LLMs to LRMs: Rethinking Pruning for Reasoning-Centric Models

Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts

CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection

MirrorWorld: Taming Video Diffusion Models for Mirror Reflection Generation

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery

Efficient Reasoning with Balanced Thinking

Composer 2 Technical Report

Large Language Models over Networks: Collaborative Intelligence under Resource Constraints

MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks

VoxCPM2 Technical Report

FrameSkip: Learning from Fewer but More Informative Frames in VLA Training

PRiSM: Benchmarking Phone Realization in Speech Models

Meta-Reinforcement Learning with Self-Reflection for Agentic Search

DocAtlas: Multilingual Document Understanding Across 80+ Languages

Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images

A Hybrid Approach for Closing the Sim2real Appearance Gap in Game Engine Synthetic Datasets

SoCRATES: Towards Reliable Automated Evaluation of Proactive LLM Mediation across Domains and Socio-cognitive Variations

VAnim: Rendering-Aware Sparse State Modeling for Structure-Preserving Vector Animation

SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding

ScheMatiQ: From Research Question to Structured Data through Interactive Schema Discovery

OpenComputer: Verifiable Software Worlds for Computer-Use Agents

How do LLMs Compute Verbal Confidence

AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery

GeneralVLA-2: Geometry-Aware Reconstruction and Governed Memory for Robot Planning

IQuest-Coder-V1 Technical Report

The Impact of Mobile Blockers on Millimeter Wave Cellular Systems

MARS: Enabling Autoregressive Models Multi-Token Generation

ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents

Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs

SABER: Benchmarking Operational Safety of LLM Coding Agents in Stateful Project Workspaces

MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments