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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59,341 to 59,400 of 61,306

Iterative Grasp Pose Refinement: A Deep Reinforcement Learning Approach for 2D Vision
Amir Arsalan Nematollahi, Shayan Ahmadi, Mehdi Tale Masouleh +1
cs.ROcs.AIcs.LGarXiv:2608.17628v12026
Dijkstra as an Oracle for Online Stochastic Shortest Path Navigation with Provable Guarantees
Mansur M. Arief, Ali Akarma, Ahmad Alfan Alfian Irfan
cs.ROcs.AImath.OCarXiv:2608.17703v12026
Multi-turn Conversational AI from Text to Multimodal Interaction: Data, Models, Evaluation, and Open Challenges
Syeda Faiza Ahmed, Zien Sheikh Ali, Hunzalah Hassan Bhatti +2
cs.CLcs.AIcs.SDarXiv:2608.17605v12026
LLM-Derived Preference Judgments Are Not Self-Consistent
Matthew T. Ford, Francis Bahk, Jingjing Wang +4
cs.AIcs.CLarXiv:2608.17644v12026
Do Large Language Models Play Six Degrees of Separation? Measuring Topological Compression in Long-Context Manifolds
Md. Faiyaz Abdullah Sayeedi
cs.CLarXiv:2608.17950v12026
Whether LLMs Can Navigate Beliefs and Facts Depends on How You Phrase It
Quang Minh Nguyen, Luis Frentzen Salim
cs.CLarXiv:2608.17809v12026
The Model's Tell: Measuring Context-Leakage Attack Signals with Behavior Gauges
Maosen Zhang, Jianshuo Dong, Boting Lu +5
cs.CRcs.AIarXiv:2608.17829v12026
Dual Co-Train: Cross-Dataset Ultrasound Tongue Segmentation Under Extreme Data Scarcity
Alisher Myrgyyassov, Zhen Song, Bruce Xiao Wang +4
cs.CVcs.AIarXiv:2608.17983v12026
MobileWorldSafety: Benchmarking GUI Agent Safety Against Environmental Injection Attacks in Android Apps
Sujin Chen, Lijun Li, Tianyi Du +1
cs.CRcs.AIarXiv:2608.17659v12026
GraphWake: Group Polarization via Memory-Mediated Polarization Cascade in LLM-Agent Communities
Haoran Bu, Zejian Chen, Litian Zhang +1
cs.AIarXiv:2608.17665v12026
TraceSQL: Traceable Answerability Estimation for Reference-Free Text-to-SQL Verification
Neelesh Kumar Shukla, Debasmita Panda, Srutanik Bhaduri +2
cs.CLarXiv:2608.17795v12026
From Student Risk Prediction to SC2R: Semantics-Constrained Counterfactual Recourse for Educational Decision Support
Ngoc Luyen Le, Marie-Hélène Abel, Bertrand Laforge
cs.IRcs.AIarXiv:2608.17618v12026
Towards Zero-Shot Task Transfer with Neurosymbolic World Models
Isidoro Tamassia, Lennert De Smet, Giuseppe Marra
cs.AIcs.LGarXiv:2608.17959v12026
SpeechSense: A Paralinguistic-Focused Dataset for Fine-Grained Speech Sentiment Analysis
Shicheng Ma, Wenqian Cui, Irwin King
cs.CLcs.MMcs.SDarXiv:2608.17931v12026
Neuro-symbolic learning over OWL 2 DL via consequence-based compilation to differentiable circuits
Olga Mashkova, Asaad Mohammedsaleh, Fernando Zhapa-Camacho +1
cs.AIarXiv:2608.17741v12026
Multi-Agent AI System for Radiology Report Structuring and Quality Assurance with Independent Radiologist Evaluation
Iryna Hartsock, Cesar Lam, Christopher Otteni +4
cs.CLarXiv:2608.18072v12026
Judge, Retrieve, or Abstain: Uncertainty-Guarded LLM Judging with Provable Risk Guarantees
Sher Badshah, Ali Emami, Hassan Sajjad
cs.CLarXiv:2608.17994v12026
When Writing Style Drifts: Benchmarking Authorship Verification under Distribution Shifts in Genre, Time and the AI-Era
Lotta Kiefer, Brisca Balthes, Christoph Leiter +3
cs.CLarXiv:2608.17979v12026
SIGMA: SHAP-Guided Implicit-Trajectory Generation for Metadata-Free LLM-Based AutoFE
Xuan Zheng, Kento Uchida, Shinichi Shirakawa
cs.LGcs.AIarXiv:2608.17948v12026
DEPT: Document Embedding Preservation Tuning for Unified Query Expansion and Retrieval
Jingyuan Wang, Richong Zhang, Zhijie Nie +2
cs.IRcs.AIarXiv:2608.17632v12026
Delegation Asymmetry in Agentic Recommender Systems: Measuring Two-Sided Receptivity in Online Dating
Daria Leshchikova, Valentina V. Kuskova, Dmitry Zaytsev +1
cs.AIarXiv:2608.18058v12026
Collective Counterfactual Planning: Coordination, Consent, and Verification under Representational Constraints
Chainarong Amornbunchornvej
cs.MAcs.AIarXiv:2608.17932v12026
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
BayesPrompt: human readable prompts that make sense
Franky Kevin Nando Tezoh, Ali Hussaini Umar, Alessandro Laio +2
cs.CLarXiv:2608.17866v12026
From Global Benchmarks to Local Evaluations: Benchmarking LLMs for the German Public Sector
Camilla Dalerci, Thilo Michael, Robin Schaefer +1
cs.CLarXiv:2608.17827v12026
EvoTS-Agent: A Self-Evolving LLM Agent for Financial Time Series Change Point Detection
Lei Jiang, Ye Wei, Xinyu Xi +7
cs.AIcs.CEarXiv:2608.17933v12026
On the Fragility of Self-Improving Agents: Variance, Task Order, and Underspecification
Qinyuan Ye, Yu Li, Yada Pruksachatkun +2
cs.AIcs.CLcs.LGarXiv:2608.18066v12026
AdaLens: Interactive Storyline for Monitoring and Steering Long-Running Agentic Data Analysis
Yangtian Liu, Yan Miao, Shuhan Liu +4
cs.HCcs.AIarXiv:2608.17834v12026
An Empirical Study of Reward Specification and Benchmark Reliability in GRPO-based LLM Unlearning
Rubén Balbastre, Juan Manuel Orduña, Mariano Pérez
cs.LGcs.CLarXiv:2608.17804v12026
Interpretable Humans, Alien LLMs: Expert Analysis of Latent Structures in Assessment Responses
Alona Strugatski, Licol Zeinfeld, Jason Cooper +3
cs.CLcs.AIcs.HCarXiv:2608.17810v12026
Accuracy and Robustness of Model Cascades Under Data Perturbations
Pallavi Mitra, Jai Kushwaha, Felix Biessmann
cs.AIarXiv:2608.17711v12026
Comparative Study of Out-of-the-Box Technology for Automatic Target Detection and Recognition
Alma M. Liezenga, Lotte Nijskens, Henrik R. Baumann +12
cs.CVcs.AIarXiv:2608.17917v12026
Relit-LiVE: Relight Video by Jointly Learning Environment Video
Weiqing Xiao, Hong Li, Xiuyu Yang +7
cs.CVarXiv:2605.06658v12026
X-OmniClaw Technical Report: A Unified Mobile Agent for Multimodal Understanding and Interaction
Xiaoming Ren, Ru Zhen, Chao Li +11
cs.CVarXiv:2605.05765v22026
Efficient Pre-Training with Token Superposition
Bowen Peng, Théo Gigant, Jeffrey Quesnelle
cs.CLarXiv:2605.06546v22026
Training-Free Dense Hand Contact Estimation with Multi-Modal Large Language Models
Daniel Sungho Jung, Kyoung Mu Lee
cs.CVarXiv:2605.05886v12026
Retrieval from Within: An Intrinsic Capability of Attention-Based Models
Elad Hoffer, Yochai Blau, Edan Kinderman +3
cs.LGarXiv:2605.05806v22026
Multi-Granularity Sentiment Integration for LLM-Based Multimodal Sentiment Analysis
Shanshan Lin, Yuesheng Wu, Chao Chen +4
cs.LGarXiv:2608.16201v12026
Summaries:한국어
Heterogeneous Scientific Foundation Model Collaboration
Zihao Li, Jiaru Zou, Feihao Fang +6
cs.AIcs.CLcs.LGarXiv:2604.27351v12026
ExoActor: Exocentric Video Generation as Generalizable Interactive Humanoid Control
Yanghao Zhou, Jingyu Ma, Yibo Peng +3
cs.ROarXiv:2604.27711v12026
ViPO: Visual Preference Optimization at Scale
Ming Li, Jie Wu, Justin Cui +3
cs.CVcs.AIarXiv:2604.24953v22026
Synthetic Computers at Scale for Long-Horizon Productivity Simulation
Tao Ge, Baolin Peng, Hao Cheng +1
cs.AIcs.CLcs.LGarXiv:2604.28181v12026
MiA-Signature: Approximating Global Activation for Long-Context Understanding
Yuqing Li, Jiangnan Li, Mo Yu +3
cs.CLarXiv:2605.06416v12026
Trees to Flows and Back: Unifying Decision Trees and Diffusion Models
Sai Niranjan Ramachandran, Suvrit Sra
cs.LGcond-mat.stat-mechcs.AIarXiv:2605.00414v22026
MobileEgo Anywhere: Open Infrastructure for long horizon egocentric data on commodity hardware
Senthil Palanisamy, Abhishek Anand, Satpal Singh Rathore +3
cs.CVcs.CLarXiv:2605.05945v72026
A Foundation Model for Zero-Shot Logical Rule Induction
Yin Jun Phua
cs.AIcs.LGcs.SCarXiv:2605.04916v22026
Themis: Training Robust Multilingual Code Reward Models for Flexible Multi-Criteria Scoring
Indraneil Paul, Goran Glavaš, Iryna Gurevych
cs.SEcs.LGarXiv:2605.00754v42026
RouteProfile: Graph-Based Profiling for Cold-Start LLM Routing
Jingjun Xu, Hongji Pu, Tao Feng +3
cs.NIcs.CLarXiv:2605.00180v22026
Stable-GFlowNet: Toward Diverse and Robust LLM Red-Teaming via Contrastive Trajectory Balance
Minchan Kwon, Sunghyun Baek, Minseo Kim +3
cs.LGarXiv:2605.00553v32026
Chain of Evidence: Pixel-Level Visual Attribution for Iterative Retrieval-Augmented Generation
Peiyang Liu, Ziqiang Cui, Xi Wang +2
cs.CVcs.AIcs.CLarXiv:2605.01284v22026
HeavySkill: Heavy Thinking as the Inner Skill in Agentic Harness
Jianing Wang, Linsen Guo, Zhengyu Chen +8
cs.AIarXiv:2605.02396v12026
ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving
Huimin Wang, Yue Wang, Bihao Cui +7
cs.ROarXiv:2605.04647v22026
SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting
Weijie Shi, Qiang Xu, Fan Deng +9
cs.CLarXiv:2605.07243v22026
TextLDM: Language Modeling with Continuous Latent Diffusion
Jiaxiu Jiang, Jingjing Ren, Wenbo Li +10
cs.CLarXiv:2605.07748v12026
Queryable LoRA: Instruction-Regularized Routing Over Shared Low-Rank Update Atoms
Omatharv Bharat Vaidya, Connor T. Jerzak, Nhat Ho +1
cs.LGcs.CLstat.MLarXiv:2605.08423v12026
Safe, or Simply Incapable? Rethinking Safety Evaluation for Phone-Use Agents
Zhengyang Tang, Yi Zhang, Chenxin Li +18
cs.CLcs.AIcs.LGarXiv:2605.07630v12026
SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild
Xuyi Hu, Jin Lyu, Jiuming Liu +4
cs.CVcs.AIarXiv:2605.07604v12026
Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex
Yun Qu, Qi Wang, Yixiu Mao +11
cs.LGcs.AIarXiv:2605.06139v22026
MistyPilot: Enabling Social-Robot Control through Multi-Agent LLM Skill Orchestration
Xiao Wang, Lu Dong, Ifeoma Nwogu +2
cs.ROcs.AIarXiv:2608.15549v12026
Memory-Bounded Continuation of Greedy Sampling for Continual Anomaly Detection
Yoon Gyo Jung, Jaewoo Park, Kuan-Chuan Peng +2
cs.CVcs.LGarXiv:2608.15277v12026

Every paper with a summary

Iterative Grasp Pose Refinement: A Deep Reinforcement Learning Approach for 2D Vision

Dijkstra as an Oracle for Online Stochastic Shortest Path Navigation with Provable Guarantees

Multi-turn Conversational AI from Text to Multimodal Interaction: Data, Models, Evaluation, and Open Challenges

LLM-Derived Preference Judgments Are Not Self-Consistent

Do Large Language Models Play Six Degrees of Separation? Measuring Topological Compression in Long-Context Manifolds

Whether LLMs Can Navigate Beliefs and Facts Depends on How You Phrase It

The Model's Tell: Measuring Context-Leakage Attack Signals with Behavior Gauges

Dual Co-Train: Cross-Dataset Ultrasound Tongue Segmentation Under Extreme Data Scarcity

MobileWorldSafety: Benchmarking GUI Agent Safety Against Environmental Injection Attacks in Android Apps

GraphWake: Group Polarization via Memory-Mediated Polarization Cascade in LLM-Agent Communities

TraceSQL: Traceable Answerability Estimation for Reference-Free Text-to-SQL Verification

From Student Risk Prediction to SC2R: Semantics-Constrained Counterfactual Recourse for Educational Decision Support

Towards Zero-Shot Task Transfer with Neurosymbolic World Models

SpeechSense: A Paralinguistic-Focused Dataset for Fine-Grained Speech Sentiment Analysis

Neuro-symbolic learning over OWL 2 DL via consequence-based compilation to differentiable circuits

Multi-Agent AI System for Radiology Report Structuring and Quality Assurance with Independent Radiologist Evaluation

Judge, Retrieve, or Abstain: Uncertainty-Guarded LLM Judging with Provable Risk Guarantees

When Writing Style Drifts: Benchmarking Authorship Verification under Distribution Shifts in Genre, Time and the AI-Era

SIGMA: SHAP-Guided Implicit-Trajectory Generation for Metadata-Free LLM-Based AutoFE

DEPT: Document Embedding Preservation Tuning for Unified Query Expansion and Retrieval

Delegation Asymmetry in Agentic Recommender Systems: Measuring Two-Sided Receptivity in Online Dating

Collective Counterfactual Planning: Coordination, Consent, and Verification under Representational Constraints

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

BayesPrompt: human readable prompts that make sense

From Global Benchmarks to Local Evaluations: Benchmarking LLMs for the German Public Sector

EvoTS-Agent: A Self-Evolving LLM Agent for Financial Time Series Change Point Detection

On the Fragility of Self-Improving Agents: Variance, Task Order, and Underspecification

AdaLens: Interactive Storyline for Monitoring and Steering Long-Running Agentic Data Analysis

An Empirical Study of Reward Specification and Benchmark Reliability in GRPO-based LLM Unlearning

Interpretable Humans, Alien LLMs: Expert Analysis of Latent Structures in Assessment Responses

Accuracy and Robustness of Model Cascades Under Data Perturbations

Comparative Study of Out-of-the-Box Technology for Automatic Target Detection and Recognition

Relit-LiVE: Relight Video by Jointly Learning Environment Video

X-OmniClaw Technical Report: A Unified Mobile Agent for Multimodal Understanding and Interaction

Efficient Pre-Training with Token Superposition

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

Retrieval from Within: An Intrinsic Capability of Attention-Based Models

Multi-Granularity Sentiment Integration for LLM-Based Multimodal Sentiment Analysis

Heterogeneous Scientific Foundation Model Collaboration

ExoActor: Exocentric Video Generation as Generalizable Interactive Humanoid Control

ViPO: Visual Preference Optimization at Scale

Synthetic Computers at Scale for Long-Horizon Productivity Simulation

MiA-Signature: Approximating Global Activation for Long-Context Understanding

Trees to Flows and Back: Unifying Decision Trees and Diffusion Models

MobileEgo Anywhere: Open Infrastructure for long horizon egocentric data on commodity hardware

A Foundation Model for Zero-Shot Logical Rule Induction

Themis: Training Robust Multilingual Code Reward Models for Flexible Multi-Criteria Scoring

RouteProfile: Graph-Based Profiling for Cold-Start LLM Routing

Stable-GFlowNet: Toward Diverse and Robust LLM Red-Teaming via Contrastive Trajectory Balance

Chain of Evidence: Pixel-Level Visual Attribution for Iterative Retrieval-Augmented Generation

HeavySkill: Heavy Thinking as the Inner Skill in Agentic Harness

ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting

TextLDM: Language Modeling with Continuous Latent Diffusion

Queryable LoRA: Instruction-Regularized Routing Over Shared Low-Rank Update Atoms

Safe, or Simply Incapable? Rethinking Safety Evaluation for Phone-Use Agents

SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex

MistyPilot: Enabling Social-Robot Control through Multi-Agent LLM Skill Orchestration

Memory-Bounded Continuation of Greedy Sampling for Continual Anomaly Detection