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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109,441 to 109,500 of 119,874

SE-Bench: Benchmarking Self-Evolution with Knowledge Internalization
Jiarui Yuan, Tailin Jin, Weize Chen +1
cs.CLcs.AIcs.LGarXiv:2602.04811v22026
InCoder-32B-Thinking: Industrial Code World Model for Thinking
Jian Yang, Wei Zhang, Jiajun Wu +22
cs.ARcs.AIcs.CLarXiv:2604.03144v12026
When to Trust Imagination: Adaptive Action Execution for World Action Models
Rui Wang, Yue Zhang, Jiehong Lin +4
cs.ROcs.AIarXiv:2605.06222v22026
BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs
Nicolas Boizard, Théo Deschamps-Berger, Hippolyte Gisserot-Boukhlef +2
cs.CLcs.AIarXiv:2604.02045v12026
Automatic detection of Gen-AI texts: A comparative framework of neural models
Cristian Buttaro, Irene Amerini
cs.CLarXiv:2603.18750v12026
Demystifying Video Reasoning
Ruisi Wang, Zhongang Cai, Fanyi Pu +11
cs.CVcs.AIarXiv:2603.16870v32026
Distilling Human-Aligned Privacy Sensitivity Assessment from Large Language Models
Gabriel Loiseau, Damien Sileo, Damien Riquet +2
cs.CLarXiv:2603.29497v12026
PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization
Dawei Xiang, Wenyan Xu, Kexin Chu +5
cs.MAcs.AIarXiv:2509.12446v22025
Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models
Zengbin Wang, Xuecai Hu, Yong Wang +3
cs.CVarXiv:2601.20354v22026
FASH-iCNN: Making Editorial Fashion Identity Inspectable Through Multimodal CNN Probing
Morayo Danielle Adeyemi, Ryan A. Rossi, Franck Dernoncourt
cs.CVcs.HCcs.IRarXiv:2604.26186v12026
SpatialNav: Leveraging Spatial Scene Graphs for Zero-Shot Vision-and-Language Navigation
Jiwen Zhang, Zejun Li, Siyuan Wang +3
cs.CVcs.AIcs.ROarXiv:2601.06806v12026
Efficient Reasoning on the Edge
Yelysei Bondarenko, Thomas Hehn, Rob Hesselink +15
cs.LGcs.CLarXiv:2603.16867v22026
ViFeEdit: A Video-Free Tuner of Your Video Diffusion Transformer
Ruonan Yu, Zhenxiong Tan, Zigeng Chen +2
cs.CVarXiv:2603.15478v12026
Structural Graph Probing of Vision-Language Models
Haoyu He, Yue Zhuo, Yu Zheng +1
cs.CVarXiv:2603.27070v12026
WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora
Pengyu Wang, Benfeng Xu, Licheng Zhang +4
cs.CLarXiv:2602.02053v22026
Vega: Learning to Drive with Natural Language Instructions
Sicheng Zuo, Yuxuan Li, Wenzhao Zheng +3
cs.CVcs.AIcs.ROarXiv:2603.25741v22026
NerVE: Nonlinear Eigenspectrum Dynamics in LLM Feed-Forward Networks
Nandan Kumar Jha, Brandon Reagen
cs.LGarXiv:2603.06922v22026
AVControl: Efficient Framework for Training Audio-Visual Controls
Matan Ben-Yosef, Tavi Halperin, Naomi Ken Korem +6
cs.CVcs.MMcs.SDarXiv:2603.24793v12026
OmniShotCut: Holistic Relational Shot Boundary Detection with Shot-Query Transformer
Boyang Wang, Guangyi Xu, Jiahui Zhang +2
cs.CVarXiv:2604.24762v22026
Making Avatars Interact: Towards Text-Driven Human-Object Interaction for Controllable Talking Avatars
Youliang Zhang, Zhengguang Zhou, Zhentao Yu +11
cs.CVcs.AIcs.CLarXiv:2602.01538v12026
Robust Deepfake Detection, NTIRE 2026 Challenge: Report
Benedikt Hopf, Radu Timofte, Chenfan Qu +54
cs.CVarXiv:2604.24163v12026
SpotSound: Enhancing Large Audio-Language Models with Fine-Grained Temporal Grounding
Luoyi Sun, Xiao Zhou, Zeqian Li +3
cs.SDcs.MMarXiv:2604.13023v22026
Meta-CoT: Enhancing Granularity and Generalization in Image Editing
Shiyi Zhang, Yiji Cheng, Tiankai Hang +8
cs.CVcs.AIcs.LGarXiv:2604.24625v12026
Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing
Tingyu Song, Yanzhao Zhang, Mingxin Li +6
cs.CVcs.CLcs.IRarXiv:2601.16125v12026
Preferences of a Voice-First Nation: Large-Scale Pairwise Evaluation and Preference Analysis for TTS in Indian Languages
Srija Anand, Ashwin Sankar, Ishvinder Sethi +10
cs.CLarXiv:2604.21481v22026
Chasing the Public Score: User Pressure and Evaluation Exploitation in Coding Agent Workflows
Hardy Chen, Nancy Lau, Haoqin Tu +8
cs.CLarXiv:2604.20200v12026
DynaWeb: Model-Based Reinforcement Learning of Web Agents
Hang Ding, Peidong Liu, Junqiao Wang +7
cs.CLcs.AIarXiv:2601.22149v22026
LoopCTR: Unlocking the Loop Scaling Power for Click-Through Rate Prediction
Jiakai Tang, Runfeng Zhang, Weiqiu Wang +7
cs.IRarXiv:2604.19550v12026
One-Eval: An Agentic System for Automated and Traceable LLM Evaluation
Chengyu Shen, Yanheng Hou, Minghui Pan +8
cs.CLarXiv:2603.09821v12026
Mind the Shift: Decoding Monetary Policy Stance from FOMC Statements with Large Language Models
Yixuan Tang, Yi Yang
cs.CLarXiv:2603.14313v12026
Data Repetition Beats Data Scaling in Long-CoT Supervised Fine-Tuning
Dawid J. Kopiczko, Sagar Vaze, Tijmen Blankevoort +1
cs.CLarXiv:2602.11149v22026
Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation
Tristan Kirscher, Markus Bujotzek, Yannick Kirchhoff +5
cs.CVcs.LGarXiv:2605.18329v22026
HINT-SD: Targeted Hindsight Self-Distillation for Long-Horizon Agents
Woongyeng Yeo, Yumin Choi, Taekyung Ki +1
cs.LGcs.AIcs.CLarXiv:2605.17873v12026
MASEval: Extending Multi-Agent Evaluation from Models to Systems
Cornelius Emde, Alexander Rubinstein, Anmol Goel +4
cs.AIcs.CLcs.LGarXiv:2603.08835v12026
TingIS: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale
Jun Wang, Ziyin Zhang, Rui Wang +3
cs.CLcs.AIcs.LGarXiv:2604.21889v32026
MWM: Mobile World Models for Action-Conditioned Consistent Prediction
Han Yan, Zishang Xiang, Zeyu Zhang +1
cs.CVcs.ROarXiv:2603.07799v12026
4RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere
Yihang Luo, Shangchen Zhou, Yushi Lan +2
cs.CVarXiv:2602.10094v22026
A Survey on Code Generation with LLM-based Agents
Yihong Dong, Xue Jiang, Jiaru Qian +4
cs.SEcs.AIcs.CLarXiv:2508.00083v22025
Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents
Haoran Sun, Shaoning Zeng
cs.CLcs.AIarXiv:2507.22925v12025
Lighting-grounded Video Generation with Renderer-based Agent Reasoning
Ziqi Cai, Taoyu Yang, Zheng Chang +4
cs.CVarXiv:2604.07966v12026
Autonomous Evolution of EDA Tools: Multi-Agent Self-Evolved ABC
Cunxi Yu, Haoxing Ren
cs.ARcs.AIarXiv:2604.15082v12026
Qwen3.5-Omni Technical Report
Qwen Team
cs.CLeess.ASarXiv:2604.15804v22026
BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing?
Guoxin Chen, Fanzhe Meng, Jiale Zhao +12
cs.CLcs.SEarXiv:2603.03194v22026
Claw-Eval: Towards Trustworthy Evaluation of Autonomous Agents
Bowen Ye, Rang Li, Qibin Yang +10
cs.AIarXiv:2604.06132v32026
MEM: Multi-Scale Embodied Memory for Vision Language Action Models
Marcel Torne, Karl Pertsch, Homer Walke +14
cs.ROcs.LGarXiv:2603.03596v22026
Sparse-BitNet: 1.58-bit LLMs are Naturally Friendly to Semi-Structured Sparsity
Di Zhang, Xun Wu, Shaohan Huang +9
cs.CLarXiv:2603.05168v12026
Beyond Hard Negatives: The Importance of Score Distribution in Knowledge Distillation for Dense Retrieval
Youngjoon Jang, Seongtae Hong, Hyeonseok Moon +1
cs.IRarXiv:2604.04734v22026
No One Knows the State of the Art in Geospatial Foundation Models
Isaac Corley, Nils Lehmann, Caleb Robinson +6
cs.CVcs.CYarXiv:2605.12678v22026
Efficient Camera-Controlled Video Generation of Static Scenes via Sparse Diffusion and 3D Rendering
Jieying Chen, Jeffrey Hu, Joan Lasenby +1
cs.CVarXiv:2601.09697v12026
TacVLA: Contact-Aware Tactile Fusion for Robust Vision-Language-Action Manipulation
Kaidi Zhang, Heng Zhang, Zhengtong Xu +7
cs.ROarXiv:2603.12665v32026
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs
Yu Li, Xiaoran Shang, Qizhi Pei +11
cs.AIarXiv:2604.10480v12026
RoboLab: A High-Fidelity Simulation Benchmark for Analysis of Task Generalist Policies
Jenai Xuning Yang, Rishit Dagli, Alex Zook +5
cs.ROcs.AIarXiv:2604.09860v42026
Cost-Efficient RAG for Entity Matching with LLMs: A Blocking-based Exploration
Chuangtao Ma, Zeyu Zhang, Arijit Khan +2
cs.DBcs.CLarXiv:2602.05708v12026
HomeSafe-Bench: Evaluating Vision-Language Models on Unsafe Action Detection for Embodied Agents in Household Scenarios
Jiayue Pu, Zhongxiang Sun, Zilu Zhang +2
cs.CVcs.AIcs.CRarXiv:2603.11975v22026
Breaking Training Bottlenecks: Effective and Stable Reinforcement Learning for Coding Models
Zongqian Li, Shaohan Huang, Zewen Chi +5
cs.LGcs.CLcs.GLarXiv:2603.07777v12026
A Hybrid Protocol for Large-Scale Semantic Dataset Generation in Low-Resource Languages: The Turkish Semantic Relations Corpus
Ebubekir Tosun, Mehmet Emin Buldur, Özay Ezerceli +1
cs.CLcs.LGarXiv:2601.13253v12026
A Survey on Efficient Vision-Language-Action Models
Zhaoshu Yu, Bo Wang, Pengpeng Zeng +7
cs.CVcs.AIcs.LGarXiv:2510.24795v22025
FlyPose: Towards Robust Human Pose Estimation From Aerial Views
Hassaan Farooq, Marvin Brenner, Peter Stütz
cs.CVcs.ROarXiv:2601.05747v22026
Counterfactual Simulation Training for Chain-of-Thought Faithfulness
Peter Hase, Christopher Potts
cs.AIcs.CLarXiv:2602.20710v22026
RoboCasa365: A Large-Scale Simulation Framework for Training and Benchmarking Generalist Robots
Soroush Nasiriany, Sepehr Nasiriany, Abhiram Maddukuri +1
cs.ROcs.AIcs.LGarXiv:2603.04356v12026

Every paper with a summary

SE-Bench: Benchmarking Self-Evolution with Knowledge Internalization

InCoder-32B-Thinking: Industrial Code World Model for Thinking

When to Trust Imagination: Adaptive Action Execution for World Action Models

BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs

Automatic detection of Gen-AI texts: A comparative framework of neural models

Demystifying Video Reasoning

Distilling Human-Aligned Privacy Sensitivity Assessment from Large Language Models

PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization

Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models

FASH-iCNN: Making Editorial Fashion Identity Inspectable Through Multimodal CNN Probing

SpatialNav: Leveraging Spatial Scene Graphs for Zero-Shot Vision-and-Language Navigation

Efficient Reasoning on the Edge

ViFeEdit: A Video-Free Tuner of Your Video Diffusion Transformer

Structural Graph Probing of Vision-Language Models

WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora

Vega: Learning to Drive with Natural Language Instructions

NerVE: Nonlinear Eigenspectrum Dynamics in LLM Feed-Forward Networks

AVControl: Efficient Framework for Training Audio-Visual Controls

OmniShotCut: Holistic Relational Shot Boundary Detection with Shot-Query Transformer

Making Avatars Interact: Towards Text-Driven Human-Object Interaction for Controllable Talking Avatars

Robust Deepfake Detection, NTIRE 2026 Challenge: Report

SpotSound: Enhancing Large Audio-Language Models with Fine-Grained Temporal Grounding

Meta-CoT: Enhancing Granularity and Generalization in Image Editing

Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing

Preferences of a Voice-First Nation: Large-Scale Pairwise Evaluation and Preference Analysis for TTS in Indian Languages

Chasing the Public Score: User Pressure and Evaluation Exploitation in Coding Agent Workflows

DynaWeb: Model-Based Reinforcement Learning of Web Agents

LoopCTR: Unlocking the Loop Scaling Power for Click-Through Rate Prediction

One-Eval: An Agentic System for Automated and Traceable LLM Evaluation

Mind the Shift: Decoding Monetary Policy Stance from FOMC Statements with Large Language Models

Data Repetition Beats Data Scaling in Long-CoT Supervised Fine-Tuning

Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation

HINT-SD: Targeted Hindsight Self-Distillation for Long-Horizon Agents

MASEval: Extending Multi-Agent Evaluation from Models to Systems

TingIS: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale

MWM: Mobile World Models for Action-Conditioned Consistent Prediction

4RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere

A Survey on Code Generation with LLM-based Agents

Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents

Lighting-grounded Video Generation with Renderer-based Agent Reasoning

Autonomous Evolution of EDA Tools: Multi-Agent Self-Evolved ABC

Qwen3.5-Omni Technical Report

BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing?

Claw-Eval: Towards Trustworthy Evaluation of Autonomous Agents

MEM: Multi-Scale Embodied Memory for Vision Language Action Models

Sparse-BitNet: 1.58-bit LLMs are Naturally Friendly to Semi-Structured Sparsity

Beyond Hard Negatives: The Importance of Score Distribution in Knowledge Distillation for Dense Retrieval

No One Knows the State of the Art in Geospatial Foundation Models

Efficient Camera-Controlled Video Generation of Static Scenes via Sparse Diffusion and 3D Rendering

TacVLA: Contact-Aware Tactile Fusion for Robust Vision-Language-Action Manipulation

Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs

RoboLab: A High-Fidelity Simulation Benchmark for Analysis of Task Generalist Policies

Cost-Efficient RAG for Entity Matching with LLMs: A Blocking-based Exploration

HomeSafe-Bench: Evaluating Vision-Language Models on Unsafe Action Detection for Embodied Agents in Household Scenarios

Breaking Training Bottlenecks: Effective and Stable Reinforcement Learning for Coding Models

A Hybrid Protocol for Large-Scale Semantic Dataset Generation in Low-Resource Languages: The Turkish Semantic Relations Corpus

A Survey on Efficient Vision-Language-Action Models

FlyPose: Towards Robust Human Pose Estimation From Aerial Views

Counterfactual Simulation Training for Chain-of-Thought Faithfulness

RoboCasa365: A Large-Scale Simulation Framework for Training and Benchmarking Generalist Robots