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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58,081 to 58,140 of 61,389

Deform360: A Massive Multi-view Visuotactile Dataset for Deformable World Models
Hongyu Li, Wanjia Fu, Xiaoyan Cong +11
cs.ROcs.CVarXiv:2607.05390v12026
Summaries:한국어
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
Haozhe Wang, Weijia Feng, Jinpeng Yu +8
cs.CVcs.AIarXiv:2607.05382v42026
OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers
Siyuan Li, Jiabao Pan, Yumou Liu +9
cs.LGcs.AIarXiv:2607.04033v12026
Summaries:한국어
PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation
Haofei Xu, Rundi Wu, Philipp Henzler +7
cs.CVarXiv:2607.02515v12026
Interpretation-Oriented Cloud Removal via Observation-Anchored Residual Flow with Geo-Contextual Alignment
Ziyao Wang, Maonan Wang, Yucheng He +5
cs.CVarXiv:2607.02471v12026
ACID: Action Consistency via Inverse Dynamics for Planning with World Models
Gawon Seo, Dongwon Kim, Suha Kwak
cs.ROcs.AIcs.CVarXiv:2607.02403v12026
Optimizing Visual Generative Models via Distribution-wise Rewards
Ruihang Li, Mengde Xu, Shuyang Gu +4
cs.LGcs.CVarXiv:2607.02291v12026
Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded Verification
Yunhao Feng, Ruixiao Lin, Ming Wen +12
cs.AIarXiv:2607.01793v22026
CausalMix: Data Mixture as Causal Inference for Language Model Training
Zinan Tang, Yukun Zhang, Shaomian Zheng +6
cs.LGcs.AIcs.CLarXiv:2607.01104v12026
Valdi: Value Diffusion World Models
Christopher Lindenberg, Kashyap Chitta
cs.LGcs.AIarXiv:2607.00917v12026
NoPA: Non-Parametric Online 3D Scene Graph Generation
Qi Xun Yeo, Seungjun Lee, Yan Li +1
cs.CVarXiv:2607.00529v12026
PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking
Dengxian Gong, Yuanzheng Wu, Haobo Yuan +11
cs.CVarXiv:2607.00115v12026
MemLearner: Learning to Query Context memory for Video World Models
Jiwen Yu, Jianxiong Gao, Jianhong Bai +7
cs.CVarXiv:2606.31734v12026
TACO: Tool-Augmented Credit Optimization for Agentic Tool Use
Mingkuan Feng, Jinyang Wu, Hao Gu +5
cs.MAarXiv:2606.30251v12026
Summaries:한국어
Monte Carlo Energy Aggregation for Mobile 3D Gaussian Splatting
Xiaobiao Du, YuAn Wang, Hao Li +3
cs.CVarXiv:2606.30017v12026
GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots
Sunqi Fan, Lingshan Chen, Runqi Yin +4
cs.AIcs.CLcs.CVarXiv:2606.29705v12026
PoseShield: Neural Collision Fields for Human Self-Collision Resolution
Zhengyuan Li, Zeyun Deng, Yifan Shen +7
cs.CVarXiv:2606.29686v22026
Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction
Sunqi Fan, Qingle Liu, Runqi Yin +2
cs.CVcs.AIarXiv:2606.29445v12026
Summaries:한국어
EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting
Junwei Luo, Shuai Yuan, Zhenya Yang +3
cs.AIcs.CVarXiv:2606.27277v12026
RedVox: Safety and Fairness Gaps in Speech Models Across Languages
Beatrice Savoldi, Sara Papi, Wafa Aissa +2
cs.CLarXiv:2606.26968v12026
What the LLM Should Not Say: Boundary-Aware Context Grounding for A Seven-Channel EEG Agent
Zhiyuan Xu, Yueqing Dai, Junling Li +1
cs.AIarXiv:2606.26519v22026
ShutterMuse: Capture-Time Photography Guidance with MLLMs
Jiayu Li, Yixiao Fang, Tianyu Hu +5
cs.CVarXiv:2606.25763v12026
Summaries:한국어
V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning
Haoxiang Sun, Zhihang Yi, Langxuan Deng +6
cs.CVarXiv:2606.25319v12026
MEMPROBE: Probing Long-Term Agent Memory via Hidden User-State Recovery
Enze Ma, Yufan Zhou, Wei-Chieh Huang +7
cs.CLarXiv:2606.24595v12026
FlowR2A: Learning Reward-to-Action Distribution for Multimodal Driving Planning
Xirui Li, Zhe Liu, Xiaoqing Ye +4
cs.AIarXiv:2606.24231v12026
Summaries:한국어
Lift4D: Harmonizing Single-View 3D Estimation for 4D Reconstruction In-the-Wild
Yehonathan Litman, Xiaoxuan Ma, Manan Shah +4
cs.CVarXiv:2606.23688v12026
Semantic Browsing: Controllable Diversity for Image Generation
Sara Dorfman, Maya Vishnevsky, Omer Dahary +2
cs.CVcs.AIcs.GRarXiv:2606.23679v12026
Summaries:한국어
Safe Few-Step Generation via Velocity Editing
Yujin Choi, Jaehong Yoon
cs.CVcs.CYarXiv:2606.23267v12026
ShotcreteDepth: A Bi-modal Dataset for Robust Robotic Depth Perception in Shotcrete Construction Environments
Jakub Gregorek, Lars Arnold Dethlefsen, Patrick Schmidt +3
cs.ROarXiv:2606.23152v12026
CLI-Universe: Towards Verifiable Task Synthesis Engine for Terminal Agents
Zhanbo Hua, Yifan Yao, Weihao Xie +14
cs.AIarXiv:2606.22883v12026
FedOT: Ownership Verification and Leakage Tracing via Watermarks for Federated LDMs
Wenlong Cheng, Yuan Gan, Yunqiu Xu +1
cs.CVarXiv:2606.22875v12026
RaysUp: Ultra-light Universal Feature Upsampling via Geometry-Aware Ray Representation
Yuchuan Ding, Linfei Li, Lin Zhang +1
cs.CVarXiv:2606.22749v12026
Summaries:한국어
CalVerT: Augmenting Agents with Calibrated Verifier Telemetry Improves Action and Learning in Knowledge-Intensive Tasks
Ashwin Vinod, Ying Ding, Elias Stengel-Eskin
cs.CLcs.AIarXiv:2606.21777v12026
SkillHarness: Harnessing Safe Skills for Computer-Use Agents
Yurun Chen, Biao Yi, Keting Yin +1
cs.AIcs.CLcs.CRarXiv:2606.20636v12026
LedgerAgent: Structured State for Policy-Adherent Tool-Calling Agents
Md Nayem Uddin, Amir Saeidi, Eduardo Blanco +1
cs.AIcs.CLarXiv:2606.20529v12026
Distill Once, Adapt Life-Long: Exploring Dataset Distillation for Continual Test-Time Adaptation
Hyun-Kurl Jang, Jihun Kim, Hyeokjun Kweon +1
cs.CVarXiv:2606.20196v22026
WorldLines: Benchmarking and Modeling Long-Horizon Stateful Embodied Agents
Yehang Zhang, Jianchong Su, Haojian Huang +7
cs.AIarXiv:2606.18847v12026
Qwen-RobotNav Technical Report: A Scalable Navigation Model Designed for an Agentic Navigation System
Jiazhao Zhang, Gengze Zhou, Hale Yin +32
cs.ROcs.CVarXiv:2606.18112v32026
OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation
Guibin Zhang, Xun Xu, Yanwei Yue +4
cs.CLarXiv:2606.17628v12026
MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision
Ye Jin, Yangyang Xu, Jun Zhu +1
cs.CLcs.HCcs.MAarXiv:2606.17162v12026
Context-Aware RL for Agentic and Multimodal LLMs
Peiyang Xu, Bangzheng Li, Sijia Liu +4
cs.CLcs.CVarXiv:2606.17053v12026
Multi-Turn Reflective Masking Elicits Reasoning in Mask Diffusion Models
Yanming Zhang, Yihan Bian, Jingyuan Qi +3
cs.CLarXiv:2606.16700v12026
LectūraAgents: A Multi-Agent Framework for Adaptive Personalized AI-Assisted Learning and Embodied Teaching
Jaward Sesay, Yue Yu, Siwei Dong +1
cs.CLcs.AIcs.HCarXiv:2606.16428v32026
MotionVLA: Vision-Language-Action Model for Humanoid Motion
Nonghai Zhang, Siyu Zhai, Yanjun Li +5
cs.CVcs.ROarXiv:2606.15142v12026
Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion
Yi Lu, Zhuofeng Li, Ping Nie +7
cs.AIcs.CLarXiv:2606.14885v12026
VISTA: View-Consistent Self-Verified Training for GUI Grounding
Xinyu Qiu, Yunzhu Zhang, Heng Jia +3
cs.AIarXiv:2606.14579v12026
Running the Gauntlet: Re-evaluating the Capabilities of Agents Beyond Familiar Environments
Mykola Vysotskyi, Runqi Lin, Grzegorz Biziel +22
cs.LGarXiv:2606.14397v22026
Summaries:한국어
Aligning Quantum Operators with Large Language Models
Rogerio Feris, Yunchao Liu, Pengyuan Li +2
quant-phcs.AIarXiv:2606.13811v22026
ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages
Tanmoy Kanti Halder, Akash Ghosh, Subhadip Baidya +2
cs.CLcs.AIarXiv:2606.13572v22026
High-Fidelity Two-Step Image Generation via Teacher-Aligned End-to-End Distillation
Dongyang Liu, Ruoyi Du, David Liu +7
cs.CVarXiv:2606.12575v12026
Claw-SWE-Bench: A Benchmark for Evaluating OpenClaw-style Agent Harnesses on Coding Tasks
Mengyu Zheng, Kai Han, Boxun Li +13
cs.LGcs.CLarXiv:2606.12344v12026
Measuring Epistemic Resilience of LLMs Under Misleading Medical Context
Hongjian Zhou, Xinyu Zou, Jinge Wu +19
cs.CLarXiv:2606.12291v22026
Grammar-Constrained Decoding Can Jailbreak LLMs into Generating Malicious Code
Yitong Zhang, Shiteng Lu, Jia Li
cs.CRcs.AIcs.CLarXiv:2606.11817v12026
Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories
Kevin Qinghong Lin, Batu EI, Yuhong Shi +3
cs.CVcs.CLcs.CYarXiv:2606.11176v12026
N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization
Xukun Zhu, Hang Yu, Peng Di +1
cs.LGcs.CLarXiv:2606.10768v12026
When the Chain of Thought Knows Better: Failure Modes in Multi-Turn Reasoning Models
Sai Kartheek Reddy Kasu, Nils Lukas, Samuele Poppi
cs.AIcs.CLcs.LGarXiv:2606.10740v22026
Decentralized Multi-Agent Systems with Shared Context
Yuzhen Mao, Azalia Mirhoseini
cs.MAcs.AIarXiv:2606.10662v12026
WebChallenger: A Reliable and Efficient Generalist Web Agent
Jayoo Hwang, Xiaowen Zhang, Vedant Padwal
cs.CLarXiv:2606.10423v12026
WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces
Wanli Li, Bowen Zhou, Yunyao Yu +4
cs.AIarXiv:2606.09426v32026
DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning
Lingyong Yan, Can Xu, Yukun Zhao +13
cs.AIarXiv:2606.07299v12026

Every paper with a summary

Deform360: A Massive Multi-view Visuotactile Dataset for Deformable World Models

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers

PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation

Interpretation-Oriented Cloud Removal via Observation-Anchored Residual Flow with Geo-Contextual Alignment

ACID: Action Consistency via Inverse Dynamics for Planning with World Models

Optimizing Visual Generative Models via Distribution-wise Rewards

Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded Verification

CausalMix: Data Mixture as Causal Inference for Language Model Training

Valdi: Value Diffusion World Models

NoPA: Non-Parametric Online 3D Scene Graph Generation

PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking

MemLearner: Learning to Query Context memory for Video World Models

TACO: Tool-Augmented Credit Optimization for Agentic Tool Use

Monte Carlo Energy Aggregation for Mobile 3D Gaussian Splatting

GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots

PoseShield: Neural Collision Fields for Human Self-Collision Resolution

Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction

EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting

RedVox: Safety and Fairness Gaps in Speech Models Across Languages

What the LLM Should Not Say: Boundary-Aware Context Grounding for A Seven-Channel EEG Agent

ShutterMuse: Capture-Time Photography Guidance with MLLMs

V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning

MEMPROBE: Probing Long-Term Agent Memory via Hidden User-State Recovery

FlowR2A: Learning Reward-to-Action Distribution for Multimodal Driving Planning

Lift4D: Harmonizing Single-View 3D Estimation for 4D Reconstruction In-the-Wild

Semantic Browsing: Controllable Diversity for Image Generation

Safe Few-Step Generation via Velocity Editing

ShotcreteDepth: A Bi-modal Dataset for Robust Robotic Depth Perception in Shotcrete Construction Environments

CLI-Universe: Towards Verifiable Task Synthesis Engine for Terminal Agents

FedOT: Ownership Verification and Leakage Tracing via Watermarks for Federated LDMs

RaysUp: Ultra-light Universal Feature Upsampling via Geometry-Aware Ray Representation

CalVerT: Augmenting Agents with Calibrated Verifier Telemetry Improves Action and Learning in Knowledge-Intensive Tasks

SkillHarness: Harnessing Safe Skills for Computer-Use Agents

LedgerAgent: Structured State for Policy-Adherent Tool-Calling Agents

Distill Once, Adapt Life-Long: Exploring Dataset Distillation for Continual Test-Time Adaptation

WorldLines: Benchmarking and Modeling Long-Horizon Stateful Embodied Agents

Qwen-RobotNav Technical Report: A Scalable Navigation Model Designed for an Agentic Navigation System

OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision

Context-Aware RL for Agentic and Multimodal LLMs

Multi-Turn Reflective Masking Elicits Reasoning in Mask Diffusion Models

LectūraAgents: A Multi-Agent Framework for Adaptive Personalized AI-Assisted Learning and Embodied Teaching

MotionVLA: Vision-Language-Action Model for Humanoid Motion

Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion

VISTA: View-Consistent Self-Verified Training for GUI Grounding

Running the Gauntlet: Re-evaluating the Capabilities of Agents Beyond Familiar Environments

Aligning Quantum Operators with Large Language Models

ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages

High-Fidelity Two-Step Image Generation via Teacher-Aligned End-to-End Distillation

Claw-SWE-Bench: A Benchmark for Evaluating OpenClaw-style Agent Harnesses on Coding Tasks

Measuring Epistemic Resilience of LLMs Under Misleading Medical Context

Grammar-Constrained Decoding Can Jailbreak LLMs into Generating Malicious Code

Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories

N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization

When the Chain of Thought Knows Better: Failure Modes in Multi-Turn Reasoning Models

Decentralized Multi-Agent Systems with Shared Context

WebChallenger: A Reliable and Efficient Generalist Web Agent

WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces

DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning