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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59,641 to 59,700 of 61,173

PiD: Fast and High-Resolution Latent Decoding with Pixel Diffusion
Yifan Lu, Qi Wu, Jay Zhangjie Wu +4
cs.CVarXiv:2605.23902v12026
EvalVerse: Pipeline-Aware and Expert-Calibrated Benchmarking for Professional Cinematic Video Generation
Songlin Yang, Haobin Zhong, Ruilin Zhang +23
cs.CVcs.AIarXiv:2605.23271v12026
HorizonStream: Long-Horizon Attention for Streaming 3D Reconstruction
Chong Cheng, Peilin Tao, Nanjie Yao +9
cs.CVarXiv:2605.23889v12026
CUBICS: Situation-aware performance estimation for safety-relevant ML components
Benjamin Herd, Jessica Kelly, Mario Trapp
cs.AIarXiv:2608.16564v12026
Decoupling Parcellation from Classification: Systematic Benchmark of Fast Brain Segmentation Methods for Alzheimer's Disease Detection
Jiadao Zou, Hongyu Guo, Wei Xi
eess.IVcs.AIcs.CVarXiv:2608.16039v12026
ResearchMath-14K: Scaling Research-Level Mathematics via Agents
Guijin Son, Seungyeop Yi, Minju Gwak +3
cs.CLarXiv:2605.28003v12026
Reinforcing Few-step Generators via Reward-Tilted Distribution Matching
Yushi Huang, Xiangxin Zhou, Ruoyu Wang +3
cs.CVarXiv:2605.26108v32026
Inferential Evaluation of Surrogate-Derived Models under Covariate Shift
Longtian Shi, Molei Liu, Doudou Zhou
stat.MLcs.LGstat.AParXiv:2608.15783v12026
A Banach-Space Theory of Markovian Halpern Iteration for Non-Expansive Maps
Ege C. Kaya, Arda Fazla, M. Berk Sahin +1
cs.LGmath.OCarXiv:2608.15966v12026
Decorrelation Is Not Complementarity: Skill, Not Lineage, Governs Trusted-Monitor Ensembles
Anik Jha
cs.CRcs.LGarXiv:2608.16190v12026
Deep Thought Alignment: Trajectory-Level Latent Distillation for Video Reasoning
Ao Shen, Yongheng Zhang, Yinghui Li +3
cs.CVcs.AIcs.CLarXiv:2608.16316v12026
Characterising cardiac tissue properties with graph neural networks
Ching-En Chiu, Yoo Ri Kim, Magdi Saba +2
q-bio.QMcs.AIeess.SParXiv:2608.15843v12026
TRACE: Trajectory Aware Reasoning for Multi-Turn Adversarial Conversation Evaluation
Md Messal Monem Miah, Adrita Anika, Zhiyuan Yu +1
cs.AIarXiv:2608.15594v12026
TaoLive Digital Avatar Agent Technical Report: Training Agents to Evolve with Their Harness
TaoLive AIGC LLM Team, Yuhan Sun, Wenhao Lin +7
cs.CLarXiv:2608.15763v12026
SkillCommit: Evolving Agent Skills through Behaviorally Validated Scope Expansion
Yu He, Weikai Yang
cs.AIarXiv:2608.15165v12026
HyMem: Hierarchical Context Management for Long-Horizon Agents via Information Isolation
XinQi Wang, Jinwei Xiao, Sijia Cui +4
cs.AIarXiv:2608.15703v12026
EgoGazeLite: On-Device Egocentric Gaze Prediction for Token-Efficient Multimodal LLM Video Input
Matteo Stoiber, Niels Buus Lassen
cs.CVcs.AIarXiv:2608.15614v12026
SkillComposer: Learning Reusable Skills for Natural-Language Robot Programming
John Woods, Hasti Seifi
cs.ROcs.CLcs.LGarXiv:2608.14944v12026
Semantic Space of Parts of Speech
Jiří Milička, Ivan Kraus, Arnold Stanovský +5
cs.CLarXiv:2608.15443v12026
Invariant Pretraining for Robust Code Representations
Yifeng He, Yundi Xu, Christopher Castro Gaw Gonzalo +2
cs.LGcs.AIcs.SEarXiv:2608.15412v12026
Does the Proof Prove It That Way? Faithful Formalization of Elements Proofs
Tadd Mao, Tianjun Zhong, Dhruva Arekar +5
cs.AIarXiv:2608.15432v12026
Data-Driven Reconstruction of Spatially Resolved Electron and Ion Energy Distributions from Macroscopic Plasma Quantities with Deep Neural Networks
Libin Varghese, Kaushik Prajapati, Bhaskar Chaudhury
physics.plasm-phcs.LGphysics.comp-pharXiv:2608.16519v12026
Coverage Is Not Containment: A Fundamental Limit of Admission-Time Defenses Against Coordinated Poisoning of Vector Retrieval
Prashant Kumar Pathak, Tarun Kumar Sharma
cs.CRcs.CLcs.IRarXiv:2608.16044v12026
DuplexGen: Decoupling Content, Timing, and Acoustics for Synthetic Dialogue Speech
Pengcheng Wang, Sheng Li, Jiyi Li +1
cs.CLeess.ASarXiv:2608.16053v12026
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
Data-Efficient and Interpretable Classification of Circulating Tumor Cell Phenotypes in Microfluidic Devices via Deep Learning
Serena Su, Yifan Wang, Senwei Liang
cs.LGarXiv:2608.16870v12026
AutoSR: Automatic Symbolic Regression by Searching Research States
Kejia Zhang, Youran Sun, Xinyu Ren +2
cs.SCcs.AIcs.LGarXiv:2608.16876v12026
TRCA: Transition-wise Rubric Credit Assignment for Long-horizon LLM Agents
Huan Zhang, Mingju Chen, Dongxu Zhou +5
cs.AIarXiv:2608.16156v12026
HaReCAP: Habitual-action Grounding for Recursive Large Language Model Agents
Shen Liu, Zhenguo Xu, Shaopu Wang +2
cs.AIcs.ROarXiv:2608.16447v12026
FeatureHospital: A Skill-Driven Multi-Agent Framework for Automated Algorithm Customization in Multi-View Multi-Label Feature Selection
Junxuan Li, Zhiqi Chen, Yuzhou Liu +2
cs.AIarXiv:2608.16148v12026
MiNO: Cotangent-bundle propagator learning for PDEs
Gnankan Landry Regis N'guessan, Bum Jun Kim
cs.LGcs.CEmath.NAarXiv:2608.15187v12026
Grounding Healthcare LLMs in a Causal Knowledge Graph: Framework, Metrics, and a Cardiovascular Pilot
Ummara Mumtaz, Aimen Noor, Awais Ahmed
cs.AIcs.CLcs.IRarXiv:2608.15382v12026
SCOPE: Score-Isolated Agentic Optimization for Video World Models
Yuhua Jiang, Jiaming Wang, Qingbin Liu +1
cs.AIarXiv:2608.15043v12026
Hallucination Span Detection with Input-Side Evidence Alignment
Miyu Yamada, Yuki Arase
cs.CLarXiv:2608.15804v12026
Self-Supervised Auxiliary Task Discovery for Stable Reinforcement Learning in Stock Trading
Arishi Orra, Himanshu Choudhary, Manoj Thakur
cs.LGq-fin.CPstat.MLarXiv:2608.15841v12026
Learning Stock Trading Policies via Barycenter-Based Adversarial Inverse Reinforcement Learning
Arishi Orra, Himanshu Choudhary, Manoj Thakur
cs.LGstat.MLarXiv:2608.15770v12026
SchurQuant: Groupwise Discrete Optimization for Layer-Wise LLM Quantization
Gunjun Lee, Sehwan Son, Younjoo Lee +2
cs.LGarXiv:2608.15567v12026
Ask to Be Sure: Informative Interactions for Confident Multi-Turn LLM Recommendation
Cedar Site Bai, Duanshun Li, Zhenyu Liao +6
cs.IRcs.AIcs.CLarXiv:2608.15949v12026
FirstDiff: One-Step Diffusion-Based Anomaly Detection for Multivariate Time Series via Initial Noise Prediction
Ali Boudaghi, Alireza Nemati, Hadi Zare
cs.LGcs.AIstat.MLarXiv:2608.15727v12026
Hierarchical Adaptive Feature Refinement Network for VHR Remote Sensing Image Segmentation
Shuaishuai Cao, Meng Tang, Shuwei Peng +7
cs.CVcs.AIarXiv:2608.15647v12026
Bias-Corrected Ceilings of Emotion Predictability from Human Label Variation Based on Instance-Level Fano Bounds
Keito Inoshita
cs.AIarXiv:2608.15619v12026
What to Forget in Unlearning? Forget Set Curation for Language Models
Animesh Jha, Arpandeep Khatua, Youssef Allouah +1
cs.CLarXiv:2608.14855v12026
Energy-Guided Flow Matching
Haoyang Tong, Yu He, Fang Li +6
cs.CVarXiv:2608.05811v32026
GaussMemory: Task-Driven 3D Gaussian Scene Memory for Long-Horizon Robotic Manipulation
Zhiqiang Hu, Shouren Huang, Masatoshi Ishikawa
cs.ROcs.AIarXiv:2608.14986v12026
When Is Shallow Enough? Adaptive Split Federated Learning with Client-Specific Sufficiency Estimation
Wenhao Yuan, Chenchen Lin, Wenhao Hu +4
cs.DCcs.AIcs.LGarXiv:2608.15639v12026
Dear Algo: A Precision-First Agentic Intent Layer for Unified Search and Recommendation
Rui Wang, Jiazhou Wang, Zheng Wei +16
cs.AIarXiv:2608.15877v12026
Mental Model Management: An Operator-Based Framework for LLM Memory
Oliver Kramer
cs.AIcs.NEarXiv:2608.15451v12026
TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning
Heming Zou, Qi Wang, Yun Qu +9
cs.LGcs.AIcs.CLarXiv:2606.11119v12026
Skip a Layer or Loop It? Learning Program-of-Layers in LLMs
Ziyue Li, Yang Li, Tianyi Zhou
cs.LGarXiv:2606.06574v22026
Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists
Yujun Wu, Dongxu Zhang, Xinchen Li +11
cs.AIarXiv:2604.28158v22026
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
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning
Minki Kang, Shizhe Diao, Ryo Hachiuma +4
cs.CLarXiv:2605.28774v12026
SuperMemory-VQA: An Egocentric Visual Question-Answering Benchmark for Long-Horizon Memory
Samiul Alam, Shakhrul Iman Siam, Michael J. Proulx +4
cs.CVcs.ETcs.HCarXiv:2606.00825v12026
SwanVoice: Expressive Long-Form Zero-Shot Speech Synthesis for Both Monologue and Dialogue
Ruiqi Li, Yu Zhang, Changhao Pan +3
eess.ASarXiv:2605.30993v12026
Skill is Not One-Size-Fits-All: Model-Aware Skill Alignment for LLM Agents
Jianxiang Yu, Jiapeng Zhu, Bochen Lin +3
cs.CLarXiv:2605.30723v12026
Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring
Seongheon Park, Wendi Li, Changdae Oh +4
cs.ROcs.AIarXiv:2605.30834v12026
$S^3$: A Smooth Simulation Surrogate for Optimizing Discrete Abstractions of Dynamical Systems
Jordan Peper, James Mathias Gast, Vignesh Nanduri +3
eess.SYcs.LGarXiv:2608.15920v12026
SEER: Long-Context Reasoning via Selective Visual-Text Compression
Jiawei Xu, Zhilin Zhai, Jinrui Fang +6
cs.CLcs.CVarXiv:2608.15962v12026
The Null Token Knows: Reducing Message-Free Hallucination in ASR and NMT
Kirill Borodin, Vasiliy Kudryavtsev, Ivan Viakhirev +1
cs.CLcs.LGcs.SDarXiv:2608.15940v22026

Every paper with a summary

PiD: Fast and High-Resolution Latent Decoding with Pixel Diffusion

EvalVerse: Pipeline-Aware and Expert-Calibrated Benchmarking for Professional Cinematic Video Generation

HorizonStream: Long-Horizon Attention for Streaming 3D Reconstruction

CUBICS: Situation-aware performance estimation for safety-relevant ML components

Decoupling Parcellation from Classification: Systematic Benchmark of Fast Brain Segmentation Methods for Alzheimer's Disease Detection

ResearchMath-14K: Scaling Research-Level Mathematics via Agents

Reinforcing Few-step Generators via Reward-Tilted Distribution Matching

Inferential Evaluation of Surrogate-Derived Models under Covariate Shift

A Banach-Space Theory of Markovian Halpern Iteration for Non-Expansive Maps

Decorrelation Is Not Complementarity: Skill, Not Lineage, Governs Trusted-Monitor Ensembles

Deep Thought Alignment: Trajectory-Level Latent Distillation for Video Reasoning

Characterising cardiac tissue properties with graph neural networks

TRACE: Trajectory Aware Reasoning for Multi-Turn Adversarial Conversation Evaluation

TaoLive Digital Avatar Agent Technical Report: Training Agents to Evolve with Their Harness

SkillCommit: Evolving Agent Skills through Behaviorally Validated Scope Expansion

HyMem: Hierarchical Context Management for Long-Horizon Agents via Information Isolation

EgoGazeLite: On-Device Egocentric Gaze Prediction for Token-Efficient Multimodal LLM Video Input

SkillComposer: Learning Reusable Skills for Natural-Language Robot Programming

Semantic Space of Parts of Speech

Invariant Pretraining for Robust Code Representations

Does the Proof Prove It That Way? Faithful Formalization of Elements Proofs

Data-Driven Reconstruction of Spatially Resolved Electron and Ion Energy Distributions from Macroscopic Plasma Quantities with Deep Neural Networks

Coverage Is Not Containment: A Fundamental Limit of Admission-Time Defenses Against Coordinated Poisoning of Vector Retrieval

DuplexGen: Decoupling Content, Timing, and Acoustics for Synthetic Dialogue Speech

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

Data-Efficient and Interpretable Classification of Circulating Tumor Cell Phenotypes in Microfluidic Devices via Deep Learning

AutoSR: Automatic Symbolic Regression by Searching Research States

TRCA: Transition-wise Rubric Credit Assignment for Long-horizon LLM Agents

HaReCAP: Habitual-action Grounding for Recursive Large Language Model Agents

FeatureHospital: A Skill-Driven Multi-Agent Framework for Automated Algorithm Customization in Multi-View Multi-Label Feature Selection

MiNO: Cotangent-bundle propagator learning for PDEs

Grounding Healthcare LLMs in a Causal Knowledge Graph: Framework, Metrics, and a Cardiovascular Pilot

SCOPE: Score-Isolated Agentic Optimization for Video World Models

Hallucination Span Detection with Input-Side Evidence Alignment

Self-Supervised Auxiliary Task Discovery for Stable Reinforcement Learning in Stock Trading

Learning Stock Trading Policies via Barycenter-Based Adversarial Inverse Reinforcement Learning

SchurQuant: Groupwise Discrete Optimization for Layer-Wise LLM Quantization

Ask to Be Sure: Informative Interactions for Confident Multi-Turn LLM Recommendation

FirstDiff: One-Step Diffusion-Based Anomaly Detection for Multivariate Time Series via Initial Noise Prediction

Hierarchical Adaptive Feature Refinement Network for VHR Remote Sensing Image Segmentation

Bias-Corrected Ceilings of Emotion Predictability from Human Label Variation Based on Instance-Level Fano Bounds

What to Forget in Unlearning? Forget Set Curation for Language Models

Energy-Guided Flow Matching

GaussMemory: Task-Driven 3D Gaussian Scene Memory for Long-Horizon Robotic Manipulation

When Is Shallow Enough? Adaptive Split Federated Learning with Client-Specific Sufficiency Estimation

Dear Algo: A Precision-First Agentic Intent Layer for Unified Search and Recommendation

Mental Model Management: An Operator-Based Framework for LLM Memory

TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning

Skip a Layer or Loop It? Learning Program-of-Layers in LLMs

Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists

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

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

SuperMemory-VQA: An Egocentric Visual Question-Answering Benchmark for Long-Horizon Memory

SwanVoice: Expressive Long-Form Zero-Shot Speech Synthesis for Both Monologue and Dialogue

Skill is Not One-Size-Fits-All: Model-Aware Skill Alignment for LLM Agents

Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring

$S^3$: A Smooth Simulation Surrogate for Optimizing Discrete Abstractions of Dynamical Systems

SEER: Long-Context Reasoning via Selective Visual-Text Compression

The Null Token Knows: Reducing Message-Free Hallucination in ASR and NMT