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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59,941 to 60,000 of 61,302

Macaron-A2UI: A Model for Generative UI in Personal Agents
Fancy Kong, Congjie Zheng, Murphy Zhuang +8
cs.HCarXiv:2605.24830v12026
Hallucinations Undermine Trust; Metacognition is a Way Forward
Gal Yona, Mor Geva, Yossi Matias
cs.CLarXiv:2605.01428v12026
Auto-Rubric as Reward: From Implicit Preferences to Explicit Multimodal Generative Criteria
Juanxi Tian, Fengyuan Liu, Jiaming Han +6
cs.AIarXiv:2605.08354v12026
AeroCopilotBench: A Two-Tier Benchmark for Evaluating LLM Agents as Aviation Copilots in an Interactive Virtual Cockpit Environment
Yuchen Yuan, Zhenghuang Wu, Yuangan Li +2
cs.AIarXiv:2608.16349v12026
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents
Shijue Huang, Hangyu Guo, Guanting Dong +8
cs.CLarXiv:2605.10832v22026
Baseline-Relative Counterfactual Refinement for Bit-Aware Visual Token Communication
Jia Guo, Xiaohan Zhao, Changwang Liu +4
cs.AIarXiv:2608.16192v12026
OpenSTBench: Beyond Semantic Evaluation for Speech Translation
Yanjie An, Yuxiang Zhao, Yichi Zhang +5
eess.AScs.AIarXiv:2605.30792v12026
Comprehensive Benchmarking of Deep Learning Architectures for Lung Cancer Histopathology
Hadi Hasan, Safaa Salman, Lama Sleem +2
cs.CVcs.AIarXiv:2608.15915v12026
Don't Drop the BATON: Long-Horizon Robot Manipulation via Agentic Subtask Exploration and Transition-aware Memory
Bingxin Xu, Yuzhang Shang, Emilio Ferrara
cs.ROcs.AIcs.CVarXiv:2608.16889v12026
Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs
Siyuan Huang, Xiaoye Qu, Yafu Li +6
cs.CVcs.AIarXiv:2605.00814v22026
WildTableBench: Benchmarking Multimodal Foundation Models on Table Understanding In the Wild
Junzhe Huang, Xiaoxiao Sun, Yan Yang +6
cs.CVarXiv:2605.01018v22026
Missing Old Logits in Asynchronous Agentic RL: Semantic Mismatch and Repair Methods for Off-Policy Correction
Zhong Guan, Yongjian Guo, Haoran Sun +5
cs.LGcs.AIarXiv:2605.12070v22026
Asymmetric Flow Models
Hansheng Chen, Jan Ackermann, Minseo Kim +2
cs.CVarXiv:2605.12964v22026
SkCC: Portable and Secure Skill Compilation for Cross-Framework LLM Agents
Yipeng Ouyang, Yi Xiao, Yuhao Gu +1
cs.CRcs.AIarXiv:2605.03353v42026
Generative Quantum-inspired Kolmogorov-Arnold Eigensolver
Yu-Cheng Lin, Yu-Chao Hsu, I-Shan Tsai +9
quant-phcs.LGarXiv:2605.04604v12026
HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution
Dongming Jiang, Yi Li, Guanpeng Li +2
cs.AIarXiv:2605.09942v12026
OmniHumanoid: Streaming Cross-Embodiment Video Generation with Paired-Free Adaptation
Yiren Song, Xiyao Deng, Pei Yang +2
cs.CVarXiv:2605.12038v12026
Pion: A Spectrum-Preserving Optimizer via Orthogonal Equivalence Transformation
Kexuan Shi, Hanxuan Li, Zeju Qiu +3
cs.LGstat.MLarXiv:2605.12492v12026
Diagnosing Dense Same-Class Attribute Misbinding in Large Vision-Language Models
Yuanzhi Xu, Qian Gao, Jun Fan +4
cs.CVcs.AIarXiv:2608.16805v12026
JoyAI-Image: Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation
Lin Song, Wenbo Li, Guoqing Ma +16
cs.GRcs.AIcs.CLarXiv:2605.04128v22026
Agent-BRACE: Decoupling Beliefs from Actions in Long-Horizon Tasks via Verbalized State Uncertainty
Joykirat Singh, Zaid Khan, Archiki Prasad +5
cs.CLcs.AIarXiv:2605.11436v12026
Steering the Flow: Inverting Face Recognition Models via Gradient-Guided Flow Matching
Ye Lu, Shen Wang, Zhaoyang Zhang +4
cs.CVcs.AIcs.CRarXiv:2608.16791v12026
MISA: Mixture of Indexer Sparse Attention for Long-Context LLM Inference
Ruijie Zhou, Fanxu Meng, Yufei Xu +4
cs.LGcs.AIarXiv:2605.07363v12026
jina-embeddings-v5-omni: Geometry-preserving Embeddings via Locked Aligned Towers
Florian Hönicke, Michael Günther, Andreas Koukounas +3
cs.CLarXiv:2605.08384v42026
HarmTrace: Anchor-Calibrated Decoupled Optimization for Fine-Grained Target Identification in Harmful Memes
Yujia Li, Yiqun Zhang, Zihan Cheng +7
cs.CVcs.AIarXiv:2608.16622v12026
AMPLIFAI: A Multiphase CT Dataset for Benchmarking Clinical Reasoning in LI-RADS Assessment of Liver Lesions
Pranav Kulkarni, Nikhil Shah, Amritansh Suryavanshi +9
cs.CVcs.LGarXiv:2608.14778v12026
Learning from Language Feedback via Variational Policy Distillation
Yang Li, Erik Nijkamp, Semih Yavuz +1
cs.LGarXiv:2605.15113v22026
Graph Machine Learning: An Opportunity for Power Systems
Martin Sadric, Sebastian Pütz, Christian Nauck +4
cs.LGcs.AIcs.CEarXiv:2608.16494v12026
Native Audio-Visual Alignment for Generation
Longbin Ji, Guan Wang, Xuan Wei +6
cs.CVarXiv:2605.30073v12026
RagGAD: Rationale-Aware Conditional Gaussian Mixture Normalizing Flow for Unsupervised Graph Anomaly Detection
Junxin Lu, Jing Zhao, Shiliang Sun
cs.LGcs.AIarXiv:2608.16018v12026
GEO-Flag: Detecting and Measuring GEO-Optimized Web Content
Junjie Chu, Ye Leng, Mingjie Li +3
cs.LGcs.CRcs.IRarXiv:2608.16824v12026
SAUL: Sharpness-Aware Augmented-Lagrangian Unlearning
Jaewan Choi, Junyoung Yang, Sangdon Park
cs.LGarXiv:2608.16249v12026
ATLAS: Scaffold-Free Algorithm Synthesis by LLMs via Embedding-Guided Quality-Diversity Search
Danial Yazdani, Mohammad Nabi Omidvar, Yuan Sun +2
cs.AIcs.NEarXiv:2608.15546v22026
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems
Shihao Qi, Jie Ma, Rui Xing +15
cs.AIarXiv:2605.14892v22026
Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use
Yize Cheng, Chenrui Fan, Mahdi JafariRaviz +2
cs.AIarXiv:2605.14038v22026
Delta Attention Residuals
Cheng Luo, Zefan Cai, Junjie Hu
cs.LGcs.CVarXiv:2605.18855v12026
Summaries:한국어
AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning
Yuyang Hu, Hongjin Qian, Shuting Wang +5
cs.AIcs.CLarXiv:2605.24486v12026
Time-Aware Validation of Machine Learning Fuel Consumption Models: Evidence from 1\,Hz Operational Data, CCGS \textit{Sir Wilfrid Laurier}
Samarasimha Reddy Chittamuru, Ayhan Akinturk, Allison Kennedy +2
cs.LGarXiv:2608.16833v12026
Towards Reasonable Molecular Structure Elucidation from Infrared Spectroscopy with Chemical Feedback
Yusen Tan, Hongyu Zhan, Hai-tao Yu +3
cs.LGarXiv:2608.16082v12026
Geometry-Aware Image Flow Matching
Junho Lee, Kwanseok Kim, Joonseok Lee
cs.CVarXiv:2605.25294v12026
The Ethical Decision Head: Operationalizing Normative Ethics in Autonomous Vehicles via Reinforcement Learning from Human Feedback
Thomas Mbrice, Ammar Ali, Sami Mian +5
cs.LGarXiv:2608.16710v12026
Contrastive Energy Fields for Inference-Time Procedure Planning in Instructional Videos
Mohamed Afham, Christoph Reich, Oliver Hahn +2
cs.CVcs.AIarXiv:2608.16457v12026
Graph Neural Assisted Actor-Critic for Latency-Efficient Edge Vision System
Alam Noor, Luis Almeida, Kai Li +3
cs.CVcs.AIarXiv:2608.16142v12026
MUSE: An Interactive Meta-Agent for Understanding and Steering LLM-powered Data Science Systems
Wei-Hao Chen, Weixi Tong, Yuan Tian +2
cs.HCcs.AIarXiv:2608.16181v12026
AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?
Zhangchen Xu, Junda Chen, Yue Huang +16
cs.AIcs.LGarXiv:2606.05080v12026
Online Skill Learning for Web Agents via State-Grounded Dynamic Retrieval
Jiaxi Li, Ke Deng, Yun Wang +5
cs.AIarXiv:2606.04391v12026
CrevasseSeg: A Label-Efficient UAV Crevasse Segmentation Framework
Steven Wallace, William D. Harcourt, Richard Hann +3
cs.LGarXiv:2608.15790v22026
SparDA: Sparse Decoupled Attention for Efficient Long-Context LLM Inference
Yaosheng Fu, Guangxuan Xiao, Xin Dong +2
cs.CLcs.LGarXiv:2606.04511v12026
P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning
Yikang Yang, Zhanpeng Hu, Youtian Lin +5
cs.CVarXiv:2606.11152v22026
A Cognitively Motivated Multidimensional Framework for Evaluating Metaphor Explanations
Ana Naveriani, Jakob Suchan, Stefano Zoia +3
cs.CLcs.AIarXiv:2608.15828v12026
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
CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence
Dongsheng Ma, Jiayu Li, Zhengren Wang +8
cs.CLcs.CVarXiv:2605.12882v12026
KVServe: Service-Aware KV Cache Compression for Communication-Efficient Disaggregated LLM Serving
Zedong Liu, Xinyang Ma, Dejun Luo +9
cs.DCcs.AIcs.NIarXiv:2605.13734v12026
Toward AI-Friendly Cartography: Understanding How Color Design Influences Foundation Model Spatial Reasoning on Sequential Choropleth Maps
Yonghe Sun, Zhenjia Liu, Hua Liao +4
cs.AIarXiv:2608.15736v12026
Large language model-assisted discovery of cohorts from scientific literature
Moritz Sturm, Lisa M. Berg, Inken Berg +6
cs.IRcs.CLarXiv:2608.15909v12026
FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization
Quanjian Song, Yefeng Shen, Mengting Chen +5
cs.CVarXiv:2605.15824v22026
Look Before You Leap: Autonomous Exploration for LLM Agents
Ziang Ye, Wentao Shi, Yuxin Liu +6
cs.AIcs.CLarXiv:2605.16143v12026
Iterative Self-Learning for Expressive Text-to-Speech Synthesis
Nicholas Sanders, Gustav Eje Henter, Simon King +1
eess.AScs.CLcs.SDarXiv:2608.15910v12026
RoPE Distinguishes Neither Positions Nor Tokens in Long Contexts, Provably
Yufeng Du, Phillip Harris, Minyang Tian +5
cs.CLcs.AIcs.LGarXiv:2605.15514v12026
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps
Yanke Zhou, Yiduo Li, Hanlin Tang +6
cs.CLcs.AIarXiv:2605.16928v22026

Every paper with a summary

Macaron-A2UI: A Model for Generative UI in Personal Agents

Hallucinations Undermine Trust; Metacognition is a Way Forward

Auto-Rubric as Reward: From Implicit Preferences to Explicit Multimodal Generative Criteria

AeroCopilotBench: A Two-Tier Benchmark for Evaluating LLM Agents as Aviation Copilots in an Interactive Virtual Cockpit Environment

Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents

Baseline-Relative Counterfactual Refinement for Bit-Aware Visual Token Communication

OpenSTBench: Beyond Semantic Evaluation for Speech Translation

Comprehensive Benchmarking of Deep Learning Architectures for Lung Cancer Histopathology

Don't Drop the BATON: Long-Horizon Robot Manipulation via Agentic Subtask Exploration and Transition-aware Memory

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs

WildTableBench: Benchmarking Multimodal Foundation Models on Table Understanding In the Wild

Missing Old Logits in Asynchronous Agentic RL: Semantic Mismatch and Repair Methods for Off-Policy Correction

Asymmetric Flow Models

SkCC: Portable and Secure Skill Compilation for Cross-Framework LLM Agents

Generative Quantum-inspired Kolmogorov-Arnold Eigensolver

HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution

OmniHumanoid: Streaming Cross-Embodiment Video Generation with Paired-Free Adaptation

Pion: A Spectrum-Preserving Optimizer via Orthogonal Equivalence Transformation

Diagnosing Dense Same-Class Attribute Misbinding in Large Vision-Language Models

JoyAI-Image: Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation

Agent-BRACE: Decoupling Beliefs from Actions in Long-Horizon Tasks via Verbalized State Uncertainty

Steering the Flow: Inverting Face Recognition Models via Gradient-Guided Flow Matching

MISA: Mixture of Indexer Sparse Attention for Long-Context LLM Inference

jina-embeddings-v5-omni: Geometry-preserving Embeddings via Locked Aligned Towers

HarmTrace: Anchor-Calibrated Decoupled Optimization for Fine-Grained Target Identification in Harmful Memes

AMPLIFAI: A Multiphase CT Dataset for Benchmarking Clinical Reasoning in LI-RADS Assessment of Liver Lesions

Learning from Language Feedback via Variational Policy Distillation

Graph Machine Learning: An Opportunity for Power Systems

Native Audio-Visual Alignment for Generation

RagGAD: Rationale-Aware Conditional Gaussian Mixture Normalizing Flow for Unsupervised Graph Anomaly Detection

GEO-Flag: Detecting and Measuring GEO-Optimized Web Content

SAUL: Sharpness-Aware Augmented-Lagrangian Unlearning

ATLAS: Scaffold-Free Algorithm Synthesis by LLMs via Embedding-Guided Quality-Diversity Search

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems

Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use

Delta Attention Residuals

AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning

Time-Aware Validation of Machine Learning Fuel Consumption Models: Evidence from 1\,Hz Operational Data, CCGS \textit{Sir Wilfrid Laurier}

Towards Reasonable Molecular Structure Elucidation from Infrared Spectroscopy with Chemical Feedback

Geometry-Aware Image Flow Matching

The Ethical Decision Head: Operationalizing Normative Ethics in Autonomous Vehicles via Reinforcement Learning from Human Feedback

Contrastive Energy Fields for Inference-Time Procedure Planning in Instructional Videos

Graph Neural Assisted Actor-Critic for Latency-Efficient Edge Vision System

MUSE: An Interactive Meta-Agent for Understanding and Steering LLM-powered Data Science Systems

AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?

Online Skill Learning for Web Agents via State-Grounded Dynamic Retrieval

CrevasseSeg: A Label-Efficient UAV Crevasse Segmentation Framework

SparDA: Sparse Decoupled Attention for Efficient Long-Context LLM Inference

P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning

A Cognitively Motivated Multidimensional Framework for Evaluating Metaphor Explanations

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

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

KVServe: Service-Aware KV Cache Compression for Communication-Efficient Disaggregated LLM Serving

Toward AI-Friendly Cartography: Understanding How Color Design Influences Foundation Model Spatial Reasoning on Sequential Choropleth Maps

Large language model-assisted discovery of cohorts from scientific literature

FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization

Look Before You Leap: Autonomous Exploration for LLM Agents

Iterative Self-Learning for Expressive Text-to-Speech Synthesis

RoPE Distinguishes Neither Positions Nor Tokens in Long Contexts, Provably

Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps