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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59,581 to 59,640 of 61,222

RedAct: Redacting Agent Capability Traces for Procedural Skill Protection
Shuwen Xu, Zhitao He, Yi R. Fung
cs.CRcs.CLarXiv:2606.10813v32026
TuneJury: An Open Metric for Improving Music Generation Preference Alignment
Yonghyun Kim, Junwon Lee, Haiwen Xia +5
cs.SDcs.AIcs.LGarXiv:2606.17006v12026
TokenPilot: Cache-Efficient Context Management for LLM Agents
Buqiang Xu, Zirui Xue, Dianmou Chen +12
cs.CLcs.AIcs.LGarXiv:2606.17016v12026
RODS: Reward-Driven Online Data Synthesis for Multi-Turn Tool-Use Agents
Ruishan Fang, Siyuan Lu, Chenyi Zhuang +1
cs.AIarXiv:2606.19047v12026
Native Active Perception as Reasoning for Omni-Modal Understanding
Zhenghao Xing, Ruiyang Xu, Yuxuan Wang +8
cs.CVcs.CLcs.SDarXiv:2606.19341v22026
BRAID: Learning Equilibrium Maps in Interdependent Security Games via Weight-Tied Iterative Graph Neural Networks
Elnaz Nowrouzi, Zhiqun Zuo, Xueru Zhang +1
cs.GTcs.LGarXiv:2608.14856v12026
How Does Reasoning Flow? Tracing Attention-Induced Information Flow for Targeted RL in LLMs
Zhichen Dong, Yang Li, Yuhan Sun +9
cs.LGcs.CLarXiv:2606.10646v12026
Adaptive Multi-Resolution Procedural Knowledge Compression for Large Language Models
Changyue Wang, Weihang Su, Qingyao Ai +5
cs.CLarXiv:2606.12203v12026
Time-Series Foundation Model Embeddings for Remaining Useful Life Estimation
Amir El-Ghoussani, Michele De Vita, Ronald Naumann +1
cs.LGcs.AIarXiv:2606.11990v32026
InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning
Ziang Yan, Sheng Xia, Jiashuo Yu +10
cs.CVarXiv:2606.12195v12026
Pythagoras-Prover: Advancing Efficient Formal Proving via Augmented Lean Formalisation
Joshua Ong Jun Leang, Zheng Zhao, Mihaela Cătălina Stoian +5
cs.AIarXiv:2606.12594v12026
From AGI to ASI
Tim Genewein, Matija Franklin, Alexander Lerchner +11
cs.AIcs.CYcs.LGarXiv:2606.12683v12026
LLM-Enabled NWDAF: A Step Toward AI-Native 6G Network Intelligence
Henok Daniel, Omar Alhussein, Cheng Li +2
cs.NIarXiv:2606.11877v12026
Quickest Detection of Hallucination Onset: Delay Bounds and Learned CUSUM Statistics
Igor Itkin
cs.LGcs.AIcs.CLarXiv:2606.12476v32026
HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers
Guozhen Zhang, Xuerui Qiu, Yutao Cui +11
cs.CVcs.AIarXiv:2606.13289v12026
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories
Baochang Ren, Xinjie Liu, Xi Chen +15
cs.CLcs.AIcs.LGarXiv:2606.13578v22026
Dense Supervision, Sparse Updates: On the Sparsity and Geometry of On-Policy Distillation
Guo Yu, Wenlin Liu, Yulan Hu +3
cs.LGarXiv:2606.13657v32026
ClinHallu: A Benchmark for Diagnosing Stage-Wise Hallucinations in Medical MLLM Reasoning
Sicheng Yang, Hangjie Yuan, Wenjun Zhang +5
cs.CVcs.AIcs.CLarXiv:2606.14697v12026
IndustryBench-MIPU: Benchmarking Multi-Image Attribute Value Extraction for Industrial Products
Haonan Qi, Jin Cao, Yongqi Zhang +9
cs.CVarXiv:2606.14383v22026
Retrieve, Don't Retrain: Extending Vision Language Action Models to New Tasks at Test Time
Jeongeun Park, Juhan Park, Taekyung Kim +3
cs.ROcs.AIarXiv:2606.15631v12026
Human Universal Grasping
Kevin Yuanbo Wu, Tianxing Zhou, Isaac Tu +5
cs.ROcs.AIcs.CVarXiv:2606.17054v12026
GD$^2$PO: Mitigating Multi-Reward Conflicts via Group-Dynamic reward-Decoupled Policy Optimization
Haotian Liu, Yihao Liu, Jingwei Ni +11
cs.LGarXiv:2606.16771v12026
VibeThinker-3B: Exploring the Frontier of Verifiable Reasoning in Small Language Models
Sen Xu, Shixi Liu, Wei Wang +6
cs.AIcs.CLarXiv:2606.16140v12026
ACE-Ego-0: Unifying Egocentric Human and Robotic Data for VLA Pretraining
Hao Li, Ganlong Zhao, Yufei Liu +8
cs.ROarXiv:2606.17200v12026
Speaking the Language of Science: Toward a General-Purpose Generative Foundation Model for the Natural Sciences
Mingyang Li, Yurou Liu, Jieping Ye +3
cs.CLarXiv:2606.16905v12026
LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling
Jian Yang, Shawn Guo, Wei Zhang +16
cs.LGcs.AIarXiv:2606.18023v12026
Looped World Models
Hongyuan Adam Lu, Z. L. Victor Wei, Qun Zhang +28
cs.LGcs.AIcs.CLarXiv:2606.18208v12026
SAE Interventions are Unreliable: Post-Intervention Recovery of Suppressed Behavior
Mingyue Cui, Linghui Shen, Xingyi Yang
cs.LGcs.AIarXiv:2606.18322v12026
Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness
Zijian Wang, Hanqi Li, Ziyue Yang +17
cs.AIarXiv:2606.18874v32026
EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts
Minseo Kim, Minjae Lee, Seunghyuk Oh +7
cs.LGarXiv:2606.18967v12026
BrainG3N: A Dual-Purpose Tokenizer for Controllable 3D Brain MRI Generation
Max Van Puyvelde, Ibrahim Gulluk, Wim Van Criekinge +1
cs.AIcs.CVcs.LGarXiv:2606.19651v22026
GateMem: Benchmarking Memory Governance in Multi-Principal Shared-Memory Agents
Zhe Ren, Yibo Yang, Yimeng Chen +7
cs.LGcs.CLarXiv:2606.18829v12026
CoinVE-200K: A Large-Scale High-Quality Dataset for Compositional Instruction-Guided Video Editing
Fuchen Long, Cong Wang, Zitao Gao +8
cs.CVarXiv:2608.17566v12026
MAIC-UI: Making Interactive Courseware with Generative UI
Shangqing Tu, Yanjia Li, Keyu Chen +7
cs.CLcs.AIcs.HCarXiv:2604.25806v12026
Summaries:한국어
Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning
Jiayu Yang, Chao Chen, Shengen Wu +6
cs.LGcs.CLarXiv:2606.13106v12026
Physics-IQ Verified
Tim Rädsch, Yuki M Asano, Hilde Kuehne +4
cs.CVarXiv:2606.18943v12026
T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning
Haixin Wang, Hejie Cui, Chenwei Zhang +7
cs.AIarXiv:2605.02178v12026
PSP: An Interpretable Per-Dimension Accent Benchmark for Indic Text-to-Speech
Venkata Pushpak Teja Menta
cs.SDcs.CLarXiv:2604.25476v12026
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction
Yuxuan Huang, Yihang Chen, Zhiyuan He +6
cs.AIarXiv:2604.27221v12026
XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity
Dasol Choi, Eugenia Kim, Jaewon Noh +14
cs.CLcs.AIarXiv:2605.05662v12026
Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training
Artyom Sorokin, Nazar Buzun, Alexander Anokhin +7
cs.LGcs.IRarXiv:2511.07328v22025
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue
Daoxuan Zhang, Ping Chen, Jianyi Zhou +1
cs.ROarXiv:2605.01371v12026
FedADB: Class Anchor-Driven Dual-Branch Federated Learning for Mitigating Forgetting
Zhenyan Liu, Hua Zhang, Haoran Gao +6
cs.CRcs.LGarXiv:2608.15310v12026
EMO: Pretraining Mixture of Experts for Emergent Modularity
Ryan Wang, Akshita Bhagia, Sewon Min
cs.CLarXiv:2605.06663v22026
A$^2$TGPO: Agentic Turn-Group Policy Optimization with Adaptive Turn-level Clipping
Dingwei Chen, Zefang Zong, Zhipeng Ma +5
cs.CLarXiv:2605.06200v12026
Continuous-Time Distribution Matching for Few-Step Diffusion Distillation
Tao Liu, Hao Yan, Mengting Chen +8
cs.CVcs.AIarXiv:2605.06376v12026
PAS-QFL: Personalized Ansatz Selection for Quantum Federated Learning under Client Data Heterogeneity
Jindi Wu, Qun Li
quant-phcs.AIcs.DCarXiv:2608.14995v12026
CPCANet: Deep Unfolding Common Principal Component Analysis for Domain Generalization
Yu-Hsi Chen, Abd-Krim Seghouane
cs.CVarXiv:2605.05136v32026
RT-Splatting: Joint Reflection-Transmission Modeling with Gaussian Splatting
Ji Shi, Xianghua Ying, Bowei Xing +2
cs.CVarXiv:2605.18263v12026
Swift Sampling: Selecting Temporal Surprises via Taylor Series
Dahye Kim, Bhuvan Sachdeva, Karan Uppal +3
cs.CVcs.AIarXiv:2605.22678v12026
NeuROK: Generative 4D Neural Object Kinematics
Chen Geng, Guangzhao He, Yue Gao +3
cs.CVcs.GRarXiv:2605.30347v12026
LiveBrowseComp: Are Search Agents Searching, or Just Verifying What They Already Know?
HuiMing Fan, Xiao Wang, Zheng Chu +5
cs.AIarXiv:2605.28721v12026
VisualThink-VLA: Visual Intermediate Reasoning for Effective and Low-Latency Vision-Language-Action Policies
Mingjian Gao, Wenqiao Zhang, Yuqian Yuan +9
cs.CVcs.AIarXiv:2605.30011v12026
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts
Nahyun Lee, Dongkeun Yoon, Guijin Son +12
cs.CLarXiv:2606.02404v12026
ABot-Earth 0.5: Generative 3D Earth Model
Ming Qian, Tianjian Ouyang, Mingchao Sun +25
cs.CVarXiv:2606.09967v12026
Dynamic Linear Attention
Xin Wang, Hui Shen, Boyuan Zheng +7
cs.CLcs.AIarXiv:2606.10650v12026
Memento: Reconstruct to Remember for Consistent Long Video Generation
Xuan Wei, Longbin Ji, Guan Wang +5
cs.CVarXiv:2606.14667v12026
MyPCBench: A Benchmark for Personally Intelligent Computer-Use Agents
Lawrence Keunho Jang, Andrew Keunwoo Jang, Jing Yu Koh +1
cs.LGcs.CLarXiv:2606.16748v12026
Why Fine-Tuning Encourages Hallucinations and How to Fix It
Guy Kaplan, Zorik Gekhman, Zhen Zhu +5
cs.CLcs.AIcs.LGarXiv:2604.15574v12026
The Last Harness You'll Ever Build
Haebin Seong, Li Yin, Haoran Zhang +1
cs.AIarXiv:2604.21003v32026

Every paper with a summary

RedAct: Redacting Agent Capability Traces for Procedural Skill Protection

TuneJury: An Open Metric for Improving Music Generation Preference Alignment

TokenPilot: Cache-Efficient Context Management for LLM Agents

RODS: Reward-Driven Online Data Synthesis for Multi-Turn Tool-Use Agents

Native Active Perception as Reasoning for Omni-Modal Understanding

BRAID: Learning Equilibrium Maps in Interdependent Security Games via Weight-Tied Iterative Graph Neural Networks

How Does Reasoning Flow? Tracing Attention-Induced Information Flow for Targeted RL in LLMs

Adaptive Multi-Resolution Procedural Knowledge Compression for Large Language Models

Time-Series Foundation Model Embeddings for Remaining Useful Life Estimation

InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning

Pythagoras-Prover: Advancing Efficient Formal Proving via Augmented Lean Formalisation

From AGI to ASI

LLM-Enabled NWDAF: A Step Toward AI-Native 6G Network Intelligence

Quickest Detection of Hallucination Onset: Delay Bounds and Learned CUSUM Statistics

HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers

LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories

Dense Supervision, Sparse Updates: On the Sparsity and Geometry of On-Policy Distillation

ClinHallu: A Benchmark for Diagnosing Stage-Wise Hallucinations in Medical MLLM Reasoning

IndustryBench-MIPU: Benchmarking Multi-Image Attribute Value Extraction for Industrial Products

Retrieve, Don't Retrain: Extending Vision Language Action Models to New Tasks at Test Time

Human Universal Grasping

GD$^2$PO: Mitigating Multi-Reward Conflicts via Group-Dynamic reward-Decoupled Policy Optimization

VibeThinker-3B: Exploring the Frontier of Verifiable Reasoning in Small Language Models

ACE-Ego-0: Unifying Egocentric Human and Robotic Data for VLA Pretraining

Speaking the Language of Science: Toward a General-Purpose Generative Foundation Model for the Natural Sciences

LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling

Looped World Models

SAE Interventions are Unreliable: Post-Intervention Recovery of Suppressed Behavior

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness

EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts

BrainG3N: A Dual-Purpose Tokenizer for Controllable 3D Brain MRI Generation

GateMem: Benchmarking Memory Governance in Multi-Principal Shared-Memory Agents

CoinVE-200K: A Large-Scale High-Quality Dataset for Compositional Instruction-Guided Video Editing

MAIC-UI: Making Interactive Courseware with Generative UI

Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning

Physics-IQ Verified

T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning

PSP: An Interpretable Per-Dimension Accent Benchmark for Indic Text-to-Speech

Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction

XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity

Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue

FedADB: Class Anchor-Driven Dual-Branch Federated Learning for Mitigating Forgetting

EMO: Pretraining Mixture of Experts for Emergent Modularity

A$^2$TGPO: Agentic Turn-Group Policy Optimization with Adaptive Turn-level Clipping

Continuous-Time Distribution Matching for Few-Step Diffusion Distillation

PAS-QFL: Personalized Ansatz Selection for Quantum Federated Learning under Client Data Heterogeneity

CPCANet: Deep Unfolding Common Principal Component Analysis for Domain Generalization

RT-Splatting: Joint Reflection-Transmission Modeling with Gaussian Splatting

Swift Sampling: Selecting Temporal Surprises via Taylor Series

NeuROK: Generative 4D Neural Object Kinematics

LiveBrowseComp: Are Search Agents Searching, or Just Verifying What They Already Know?

VisualThink-VLA: Visual Intermediate Reasoning for Effective and Low-Latency Vision-Language-Action Policies

K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts

ABot-Earth 0.5: Generative 3D Earth Model

Dynamic Linear Attention

Memento: Reconstruct to Remember for Consistent Long Video Generation

MyPCBench: A Benchmark for Personally Intelligent Computer-Use Agents

Why Fine-Tuning Encourages Hallucinations and How to Fix It

The Last Harness You'll Ever Build