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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59,821 to 59,880 of 61,393

Stream-T1: Test-Time Scaling for Streaming Video Generation
Yijing Tu, Shaojin Wu, Mengqi Huang +4
cs.CVarXiv:2605.04461v12026
When to Think, When to Speak: Learning Disclosure Policies for LLM Reasoning
Jiaqi Wei, Xuehang Guo, Pengfei Yu +5
cs.CLarXiv:2605.03314v22026
MARBLE: Multi-Aspect Reward Balance for Diffusion RL
Canyu Zhao, Hao Chen, Yunze Tong +3
cs.CVcs.LGarXiv:2605.06507v12026
Task-Driven Three-Layer Distributed Scheduling for Emergency Earth Observation in Large Low-Earth-Orbit Constellations
Qian Yin, Xinwei Wang, Guohua Wu
cs.AIarXiv:2608.14789v12026
Continuous Quantum Feedback Control via Kraus-Parameterized Belief Reinforcement Learning
Priyanshi Singh, Krishna Bhatia
quant-phcs.LGarXiv:2608.15715v12026
SCALE: State-Calibrated Latent Embeddings for JEPA Planning in the Right Geometry
Jiaming Hu, Yan Zheng, Tian Wang
cs.LGarXiv:2608.16287v12026
How Many Samples Are Needed to Determine Causal Direction? Sharp Minimax Bounds for Bivariate LiNGAM
Jikai Jin
math.STcs.LGecon.EMarXiv:2608.15840v12026
Beyond Asking: A Pipeline for Personalized Game Generation that Reads Players from Behavior
Yifan Lu, Xiaopeng Yuan, Haohan Wang
cs.AIcs.HCarXiv:2608.16196v12026
FeatCal: Feature Calibration for Post-Merging Models
Yanggan Gu, Shuo Cai, Zihao Wang +7
cs.LGcs.AIarXiv:2605.13030v12026
Conformal Agent Error Attribution
Naihe Feng, Yi Sui, Shiyi Hou +2
cs.LGcs.MAarXiv:2605.06788v12026
Anisotropic Modality Align
Xiaomin Yu, Yijiang Li, Yuhui Zhang +8
cs.MMcs.CVarXiv:2605.07825v12026
One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue
Xinjie Shen, Rongzhe Wei, Peizhi Niu +6
cs.CLcs.AIcs.CRarXiv:2605.05630v22026
SlimQwen: Exploring the Pruning and Distillation in Large MoE Model Pre-training
Shengkun Tang, Zekun Wang, Bo Zheng +7
cs.LGcs.AIcs.CLarXiv:2605.08738v22026
TD3B: Transition-Directed Discrete Diffusion for Allosteric Binder Generation
Hanqun Cao, Aastha Pal, Sophia Tang +4
q-bio.BMcs.LGarXiv:2605.09810v12026
RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO
Yanzuo Lu, Ronglai Zuo, Jiankang Deng
cs.CVarXiv:2605.15190v12026
On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment
Bo Yin, Qi Li, Xinchao Wang
cs.AIarXiv:2605.11882v12026
ThoughtTrace: Understanding User Thoughts in Real-World LLM Interactions
Chuanyang Jin, Binze Li, Haopeng Xie +6
cs.CLcs.AIarXiv:2605.20087v22026
Qwen-Image-VAE-2.0 Technical Report
Zekai Zhang, Deqing Li, Kuan Cao +27
cs.CVarXiv:2605.13565v12026
Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design
Alberto Pepe, Chien-Yu Lin, Despoina Magka +5
cs.AIarXiv:2605.15871v12026
SEGA: Spectral-Energy Guided Attention for Resolution Extrapolation in Diffusion Transformers
Javad Rajabi, Kimia Shaban, Koorosh Roohi +2
cs.CVarXiv:2605.22668v12026
StableVLA: Towards Robust Vision-Language-Action Models without Extra Data
Yiyang Fu, Chubin Zhang, Shukai Gong +7
cs.CVcs.ROarXiv:2605.18287v12026
Learning Visual Feature-Based World Models via Residual Latent Action
Xinyu Zhang, Zhengtong Xu, Yutian Tao +3
cs.CVcs.AIcs.LGarXiv:2605.07079v12026
Normalizing Trajectory Models
Jiatao Gu, Tianrong Chen, Ying Shen +3
cs.CVcs.LGarXiv:2605.08078v22026
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
Jingwei Sun, Jianing Zhu, Jiangchao Yao +2
cs.CLarXiv:2605.19952v12026
IndustryBench: Probing the Industrial Knowledge Boundaries of LLMs
Songlin Bai, Xintong Wang, Linlin Yu +12
cs.AIarXiv:2605.10267v32026
EVOCHAMBER: Test-Time Co-evolution of Multi-Agent System at Individual, Team, and Population Scales
Yaolun Zhang, Tianyi Xu, Shengyu Dai +3
cs.AIarXiv:2605.11136v12026
From Web to Pixels: Bringing Agentic Search into Visual Perception
Bokang Yang, Xinyi Sun, Kaituo Feng +3
cs.CVarXiv:2605.12497v12026
F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking
Rohan Surana, Gagan Mundada, Junda Wu +9
cs.LGarXiv:2605.12995v12026
ViMU: Benchmarking Video Metaphorical Understanding
Qi Li, Xinchao Wang
cs.CVcs.CYarXiv:2605.14607v12026
EVA01: Unified Native 3D Understanding and Generation via Mixture-of-Transformers
Zongyuan Yang, Mingjing Yi, Wanli Ma +8
cs.CVarXiv:2605.16745v12026
Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining
Weimin Xiong, Shuhao Gu, Bowen Ye +5
cs.CLcs.AIcs.CVarXiv:2605.14747v12026
E-PMQ: Expert-Guided Post-Merge Quantization with Merged-Weight Anchoring
Wenjun Wang, Yanggan Gu, Shuo Cai +4
cs.CLarXiv:2605.16882v12026
SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science
Nithin Somasekharan, Youssef Hassan, Shiyao Lin +5
cs.AIphysics.comp-pharXiv:2605.18630v12026
Decoupling the Benefits of Subword Tokenization for Language Model Training via Byte-level Simulation
Théo Gigant, Bowen Peng, Jeffrey Quesnelle
cs.CLarXiv:2604.27263v22026
PixVerve: Advancing Native UHR Image Generation to 100MP with a Large-Scale High-Quality Dataset
Haojun Chen, Haoyang He, Chengming Xu +11
cs.CVarXiv:2605.20147v12026
From Runnable to Shippable: Multi-Agent Test-Driven Development for Generating Full-Stack Web Applications from Requirements
Yuxuan Wan, Tingshuo Liang, Jiakai Xu +3
cs.SEarXiv:2605.17242v12026
Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs
Haiquan Lu, Zigeng Chen, Gongfan Fang +2
cs.CLarXiv:2605.20315v12026
One Sentence, One Drama: Personalized Short-Form Drama Generation via Multi-Agent Systems
Yufei Shi, Weilong Yan, Naixuan Huang +5
cs.CVarXiv:2605.22144v12026
PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects
Ziang Cao, Yinghao Liu, Haitian Li +5
cs.CVcs.ROarXiv:2605.21572v12026
Rethinking Cross-Layer Information Routing in Diffusion Transformers
Chao Xu, Maohua Li, Qirui Li +9
cs.CVcs.AIarXiv:2605.20708v22026
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

Every paper with a summary

Stream-T1: Test-Time Scaling for Streaming Video Generation

When to Think, When to Speak: Learning Disclosure Policies for LLM Reasoning

MARBLE: Multi-Aspect Reward Balance for Diffusion RL

Task-Driven Three-Layer Distributed Scheduling for Emergency Earth Observation in Large Low-Earth-Orbit Constellations

Continuous Quantum Feedback Control via Kraus-Parameterized Belief Reinforcement Learning

SCALE: State-Calibrated Latent Embeddings for JEPA Planning in the Right Geometry

How Many Samples Are Needed to Determine Causal Direction? Sharp Minimax Bounds for Bivariate LiNGAM

Beyond Asking: A Pipeline for Personalized Game Generation that Reads Players from Behavior

FeatCal: Feature Calibration for Post-Merging Models

Conformal Agent Error Attribution

Anisotropic Modality Align

One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue

SlimQwen: Exploring the Pruning and Distillation in Large MoE Model Pre-training

TD3B: Transition-Directed Discrete Diffusion for Allosteric Binder Generation

RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO

On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment

ThoughtTrace: Understanding User Thoughts in Real-World LLM Interactions

Qwen-Image-VAE-2.0 Technical Report

Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design

SEGA: Spectral-Energy Guided Attention for Resolution Extrapolation in Diffusion Transformers

StableVLA: Towards Robust Vision-Language-Action Models without Extra Data

Learning Visual Feature-Based World Models via Residual Latent Action

Normalizing Trajectory Models

Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory

IndustryBench: Probing the Industrial Knowledge Boundaries of LLMs

EVOCHAMBER: Test-Time Co-evolution of Multi-Agent System at Individual, Team, and Population Scales

From Web to Pixels: Bringing Agentic Search into Visual Perception

F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking

ViMU: Benchmarking Video Metaphorical Understanding

EVA01: Unified Native 3D Understanding and Generation via Mixture-of-Transformers

Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

E-PMQ: Expert-Guided Post-Merge Quantization with Merged-Weight Anchoring

SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science

Decoupling the Benefits of Subword Tokenization for Language Model Training via Byte-level Simulation

PixVerve: Advancing Native UHR Image Generation to 100MP with a Large-Scale High-Quality Dataset

From Runnable to Shippable: Multi-Agent Test-Driven Development for Generating Full-Stack Web Applications from Requirements

Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs

One Sentence, One Drama: Personalized Short-Form Drama Generation via Multi-Agent Systems

PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects

Rethinking Cross-Layer Information Routing in Diffusion Transformers

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