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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118,381 to 118,440 of 118,467

Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment
Bobo Li, Rui Wu, Zibo Ji +5
cs.CLcs.AIcs.CYarXiv:2604.19548v12026
6G Native AI and Channel Foundation Models
Shugong Xu, Jun Jiang, Yuan Gao
eess.SPcs.ITcs.LGarXiv:2608.14591v12026
Characterizing Narrative Content in Web-scale LLM Pretraining Data
Teagan Johnson, Elliott Ash, Andrew Piper +1
cs.CLarXiv:2606.19468v12026
MotoSafety: Edge-AI with Learned Temporal Importance for Two-Wheeler Collision Risk Assessment Under Time Pressure
Sumit S. Shevtekar, Chandresh K. Maurya, Gourab Sil +1
cs.LGcs.AIcs.HCarXiv:2608.17823v12026
Training-Free Dense Hand Contact Estimation with Multi-Modal Large Language Models
Daniel Sungho Jung, Kyoung Mu Lee
cs.CVarXiv:2605.05886v12026
ExoActor: Exocentric Video Generation as Generalizable Interactive Humanoid Control
Yanghao Zhou, Jingyu Ma, Yibo Peng +3
cs.ROarXiv:2604.27711v12026
SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting
Weijie Shi, Qiang Xu, Fan Deng +9
cs.CLarXiv:2605.07243v22026
MINTEval: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems
Hyunji Lee, Justin Chih-Yao Chen, Joykirat Singh +3
cs.CLcs.AIarXiv:2605.18565v22026
A Multi-AI-agent Framework Enabling End-to-end Finite Element Analysis for Solid Mechanics Problems
Titu Ranjan Sarker, Muhammed Jawaad Zulqernine, Ling Yue +3
cs.AIarXiv:2606.00138v12026
LongDocBench: Benchmarking TOC Hierarchy and Contextual Relationship Recovery in Long Documents
Yuefeng Zou, Yichen Lu, Jingxiao Yang +5
cs.AIarXiv:2608.15064v12026
Potential of ChatGPT in predicting stock market trends based on Twitter Sentiment Analysis
Ummara Mumtaz, Summaya Mumtaz
q-fin.STcs.AIcs.CLarXiv:2311.06273v12023
Afterlife Delegation Protocol: Speculative Design of Self-Sovereign Agents that Outlive Their Principals
Botao Amber Hu, Iris Long
cs.CYcs.AIarXiv:2608.15405v12026
TwinGridShield: Consequence-Aware Runtime Authorization for LLM Grid-Agent Actions
Md Fazley Rafy
cs.AIcs.CRarXiv:2608.15391v12026
Memory Is Communication: The Frontier Between Remembering and Signaling
Yashar Talebirad, Eden Redman, Ali Parsaee +1
cs.AIcs.CLcs.ITarXiv:2608.17053v12026
No Gaussian Required: Contrastive Inverse Dynamics for JEPA World Models
Jack Boylan, Chris Hokamp
cs.LGcs.AIarXiv:2608.17542v12026
Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories
Jiaming Wang, Ziteng Feng, Jiangtao Wu +8
cs.AIarXiv:2606.02060v22026
The Role of Feedback Alignment in Self-Distillation
Semih Kara, Oğuzhan Ersoy
cs.AIcs.LGarXiv:2606.11173v12026
Auditing Exposure to Harmful Content on TikTok using Multimodal Language Models: A Cross-National, Age-Stratified Study
Hamidreza Saffari, Francesco Pierri
cs.CLarXiv:2608.17583v12026
Eliciting Complex Spatial Reasoning in MLLMs through Wide-Baseline Matching
Hao Zhong, Muzhi Zhu, Shenyan Zeng +8
cs.CVarXiv:2606.03577v12026
Evaluating Large Language Models in Dynamic Clinical Decision-Making with Standardized Patient Cases
Cheng Liang, Pengcheng Qiu, Ya Zhang +3
cs.CLarXiv:2606.05112v12026
Which Models Are Our Models Built On? Auditing Invisible Dependencies in Modern LLMs
Sanjay Adhikesaven, Haoxiang Sun, Sewon Min
cs.CLarXiv:2606.12385v12026
XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity
Dasol Choi, Eugenia Kim, Jaewon Noh +14
cs.CLcs.AIarXiv:2605.05662v12026
MARBLE: Multi-Aspect Reward Balance for Diffusion RL
Canyu Zhao, Hao Chen, Yunze Tong +3
cs.CVcs.LGarXiv:2605.06507v12026
PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects
Ziang Cao, Yinghao Liu, Haitian Li +5
cs.CVcs.ROarXiv:2605.21572v12026
Self-Routed Tensor Adapters for Parameter-Efficient Universal Visual Adaptation
Suraj Yadav
cs.CVcs.LGarXiv:2608.16384v12026
Whose Gold? Annotator-Pool Disagreement Is Large at the Item Level, and Hidden by Small Leaderboards
Anik Jha
cs.CLcs.LGarXiv:2608.15980v12026
AutoSR: Automatic Symbolic Regression by Searching Research States
Kejia Zhang, Youran Sun, Xinyu Ren +2
cs.SCcs.AIcs.LGarXiv:2608.16876v12026
QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents
Ye Yuan, Rui Song, Weien Li +12
cs.CLcs.AIcs.MAarXiv:2605.27068v12026
NumerosityVLM: A Cognitively Inspired Benchmark for Interpreting Numerosity Representations in Vision-Language Models
Yiming Fu, Fangjun Li, Xiujin Liu +7
cs.CVcs.AIarXiv:2608.15425v12026
UniSHARP: Universal Sharp Monocular View Synthesis
Meixi Song, Dizhe Zhang, Hao Ren +4
cs.CVarXiv:2606.07514v12026
BERTopic-Virality Prioritisation: A Scalable Framework for Thematic and Comparative Analysis of COVID-19 and Monkeypox Misinformation on Twitter
Mkululi Sikosana, Sean Maudsley-Barton, Oluwaseun Ajao
cs.CLcs.LGcs.SIarXiv:2608.15691v12026
FloodReasonBench: Benchmarking VLM Reasoning Segmentation for Embodied Flood Response at the Edge
Rajat Bhattacharjya, Yoomee Jung, Minwoo Kim +4
cs.DCcs.AIcs.CVarXiv:2608.15410v12026
Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation
Che Liu, Lichao Ma, Xiangyu Tony Zhang +4
cs.MMcs.AIcs.CVarXiv:2605.12034v22026
Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering
Shicheng Fan, Haochang Hao, Dehai Min +3
cs.CLarXiv:2605.29648v12026
Toto 2.0: Time Series Forecasting Enters the Scaling Era
Emaad Khwaja, Chris Lettieri, Gerald Woo +10
cs.LGcs.AIarXiv:2605.20119v22026
The Benchmark Trap: Structures of Power and Injustice in AI Evaluations
Jason Branford, Angelie Kraft
cs.AIcs.CYarXiv:2608.15326v12026
FZ-VLM: A Two Stage Florence-Zephyr Vision Language Model Framework for Pulmonary Nodule Characterization and Clinical Decision Making
Pramit Dutta, Jenita Manokaran, Richa Mittal +2
cs.CVcs.AIarXiv:2608.15004v12026
Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning
Rohan Surana, Gagan Mundada, Xunyi Jiang +19
cs.LGarXiv:2605.02913v12026
Leveraging Verifier-Based Reinforcement Learning in Image Editing
Hanzhong Guo, Jie Wu, Jie Liu +6
cs.CVarXiv:2604.27505v22026
Listen, Reason, and Segment: Aligning LALMs with Editorial Judgment for Media Chapterization
Tony Alex, Wish Suharitdamrong, Sara Atito +5
cs.SDcs.AIcs.CLarXiv:2608.16539v12026
StepAudio 2.5 Technical Report
Bin Lin, Bo Zhao, Boyong Wu +98
eess.ASarXiv:2605.23463v12026
Audio-Visual Segmentation via Depth-Guided Collaborative Modeling
Zhaojin Fu, Yuyang Hong, Qi Yang +4
cs.CVcs.AIarXiv:2608.16285v12026
Rewrite Once, Validate Anywhere: Producing OWL-Aware SHACL Constraints (Extended Version)
Anouk Oudshoorn, Piotr Gorczyca, Dörthe Arndt
cs.LOcs.AIarXiv:2608.14104v12026
Useful Memories Become Faulty When Continuously Updated by LLMs
Dylan Zhang, Yanshan Lin, Zhengkun Wu +4
cs.AIarXiv:2605.12978v12026
LongRCA Bench: Diagnosing Responsible Roles and Root Causes in Long-Horizon Agent Failures
Yunfei Zhang, Boyu Feng, Changhua Pei +14
cs.AIcs.SEarXiv:2608.15242v12026
Understanding Cognition-Induced Risks in Agentic AI Systems
Guanchu Wang, Qinuo Li, Mengnan Du +2
cs.AIarXiv:2608.15304v12026
A Metric Learning Reality Check
Kevin Musgrave, Serge Belongie, Ser-Nam Lim
cs.CVarXiv:2003.08505v32020
Summaries:한국어
Do AI chatbots find what experts would? Effects of model, user role, and sample size on study retrieval for medical questions
Qingfang Liu, Qiao Jin, Joe D. Menke +2
cs.IRcs.AIcs.CLarXiv:2608.13786v12026
Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments
Qiuyue Wang, Mingsheng Li, Jian Guan +37
cs.ROcs.AIcs.CLarXiv:2605.30280v22026
minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models
Min Zhao, Hongzhou Zhu, Bokai Yan +9
cs.CVarXiv:2605.30263v12026
SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Yifan Yang, Ziyang Gong, Weiquan Huang +12
cs.AIcs.CLarXiv:2605.23904v22026
Towards Automating Scientific Review with Google's Paper Assistant Tool
Rajesh Jayaram, Drew Tyler, David Woodruff +4
cs.LGcs.AIcs.CLarXiv:2606.28277v12026
ZooClaw-FashionSigLIP2: Distilled Fine-tuning for Robust Fashion Retrieval
Siqiao Xue, Chunxue Xu
cs.CVarXiv:2606.27708v12026
ReFreeKV: Towards Threshold-Free KV Cache Compression
Xuanfan Ni, Liyan Xu, Chenyang Lyu +6
cs.CLcs.AIcs.LGarXiv:2502.16886v42025
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks
Kaiyuan Chen, Shuangyu Xie, Letian Fu +21
cs.ROcs.AIcs.CLarXiv:2607.05369v12026
LightMem-Ego: Your AI Memory for Everyday Life
Yijun Chen, Boyi Xiao, Yixian Zhao +10
cs.CLcs.AIcs.CVarXiv:2607.11487v12026
Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation
Runhui Huang, Qihui Zhang, Zhe Liu +3
cs.CVarXiv:2607.11886v12026
Know Before Fix: QA-Driven Repository Knowledge Acquisition for Software Issue Resolution
Haotian Lin, Silin Chen, Xiaodong Gu +8
cs.SEarXiv:2607.11111v12026
AsySplat: Efficient Asymmetric 3D Gaussian Splatting for Long-Sequence Scene Modeling
Yingji Zhong, Dave Zhenyu Chen, Fuzhao Ou +4
cs.CVarXiv:2607.10995v12026
AffectFlow-DINO: Uncertainty-Aware Multi-Task Affect Estimation via Conditional Rectified Flow
Salah Eddine Bekhouche, Abdellah Zakaria Sellam, Fadi Dornaika +1
cs.CVarXiv:2607.13250v12026

Every paper with a summary

Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment

6G Native AI and Channel Foundation Models

Characterizing Narrative Content in Web-scale LLM Pretraining Data

MotoSafety: Edge-AI with Learned Temporal Importance for Two-Wheeler Collision Risk Assessment Under Time Pressure

Training-Free Dense Hand Contact Estimation with Multi-Modal Large Language Models

ExoActor: Exocentric Video Generation as Generalizable Interactive Humanoid Control

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting

MINTEval: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems

A Multi-AI-agent Framework Enabling End-to-end Finite Element Analysis for Solid Mechanics Problems

LongDocBench: Benchmarking TOC Hierarchy and Contextual Relationship Recovery in Long Documents

Potential of ChatGPT in predicting stock market trends based on Twitter Sentiment Analysis

Afterlife Delegation Protocol: Speculative Design of Self-Sovereign Agents that Outlive Their Principals

TwinGridShield: Consequence-Aware Runtime Authorization for LLM Grid-Agent Actions

Memory Is Communication: The Frontier Between Remembering and Signaling

No Gaussian Required: Contrastive Inverse Dynamics for JEPA World Models

Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories

The Role of Feedback Alignment in Self-Distillation

Auditing Exposure to Harmful Content on TikTok using Multimodal Language Models: A Cross-National, Age-Stratified Study

Eliciting Complex Spatial Reasoning in MLLMs through Wide-Baseline Matching

Evaluating Large Language Models in Dynamic Clinical Decision-Making with Standardized Patient Cases

Which Models Are Our Models Built On? Auditing Invisible Dependencies in Modern LLMs

XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity

MARBLE: Multi-Aspect Reward Balance for Diffusion RL

PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects

Self-Routed Tensor Adapters for Parameter-Efficient Universal Visual Adaptation

Whose Gold? Annotator-Pool Disagreement Is Large at the Item Level, and Hidden by Small Leaderboards

AutoSR: Automatic Symbolic Regression by Searching Research States

QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents

NumerosityVLM: A Cognitively Inspired Benchmark for Interpreting Numerosity Representations in Vision-Language Models

UniSHARP: Universal Sharp Monocular View Synthesis

BERTopic-Virality Prioritisation: A Scalable Framework for Thematic and Comparative Analysis of COVID-19 and Monkeypox Misinformation on Twitter

FloodReasonBench: Benchmarking VLM Reasoning Segmentation for Embodied Flood Response at the Edge

Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation

Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering

Toto 2.0: Time Series Forecasting Enters the Scaling Era

The Benchmark Trap: Structures of Power and Injustice in AI Evaluations

FZ-VLM: A Two Stage Florence-Zephyr Vision Language Model Framework for Pulmonary Nodule Characterization and Clinical Decision Making

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning

Leveraging Verifier-Based Reinforcement Learning in Image Editing

Listen, Reason, and Segment: Aligning LALMs with Editorial Judgment for Media Chapterization

StepAudio 2.5 Technical Report

Audio-Visual Segmentation via Depth-Guided Collaborative Modeling

Rewrite Once, Validate Anywhere: Producing OWL-Aware SHACL Constraints (Extended Version)

Useful Memories Become Faulty When Continuously Updated by LLMs

LongRCA Bench: Diagnosing Responsible Roles and Root Causes in Long-Horizon Agent Failures

Understanding Cognition-Induced Risks in Agentic AI Systems

A Metric Learning Reality Check

Do AI chatbots find what experts would? Effects of model, user role, and sample size on study retrieval for medical questions

Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments

minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Towards Automating Scientific Review with Google's Paper Assistant Tool

ZooClaw-FashionSigLIP2: Distilled Fine-tuning for Robust Fashion Retrieval

ReFreeKV: Towards Threshold-Free KV Cache Compression

GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks

LightMem-Ego: Your AI Memory for Everyday Life

Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation

Know Before Fix: QA-Driven Repository Knowledge Acquisition for Software Issue Resolution

AsySplat: Efficient Asymmetric 3D Gaussian Splatting for Long-Sequence Scene Modeling

AffectFlow-DINO: Uncertainty-Aware Multi-Task Affect Estimation via Conditional Rectified Flow