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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38,281 to 38,340 of 120,100

Quantum Markovian Subsystems: Invariance, Attractivity, and Control
Francesco Ticozzi, Lorenza Viola
quant-pharXiv:0705.1372v22007
Current World Models Lack a Persistent State Core
Jinpeng Lu, Dexu Zhu, Haoyuan Shi +8
cs.CVarXiv:2606.20545v12026
Odysseys: Benchmarking Web Agents on Realistic Long Horizon Tasks
Lawrence Keunho Jang, Jing Yu Koh, Daniel Fried +1
cs.LGcs.CLarXiv:2604.24964v12026
Generalized Agent Iteration: One Formal Framework for Iterative Policy Improvement and Recursive Self-Improvement
Hongyao Tang, Yi Ma, Pengyi Li +1
cs.AIcs.LGarXiv:2609.13406v12026
Combined Image- and World-Space Tracking in Traffic Scenes
Aljosa Osep, Wolfgang Mehner, Markus Mathias +1
cs.CVarXiv:1809.07357v12018
A Federated Deepfake Speech Detection Method Based on Layer-Wise Center-Guided Weighting Aggregation
Yingjian Yu, Haiyan Guo, Tianshun Wang +2
eess.ASarXiv:2610.01259v12026
Lidar waveform based analysis of depth images constructed using sparse single-photon data
Yoann Altmann, Ximing Ren, Aongus McCarthy +2
stat.AParXiv:1507.02511v12015
Collaborative Large Language Model for Recommender Systems
Yaochen Zhu, Liang Wu, Qi Guo +2
cs.IRarXiv:2311.01343v42023
Quantum Query Complexity of Finding a Tarski Fixed Point on a High-Dimensional Grid
Tongyang Li, Weiran Ma, Ziyi Yang +1
quant-phcs.CCcs.DSarXiv:2609.03802v12026
QUASAR: Quantum Satellite Architecture and Routing Simulator
Yaliang Shi, Zi Wang, Bangguo Yuan +2
cs.NIarXiv:2609.04920v12026
Diptych: Scoped, AI-Interpreted Comparison for Reference Listening in Music Production
Chongjun Zhong, Abhinaba Roy, Archishman Ghosh +2
cs.HCarXiv:2609.39963v12026
Commute Your Domains: Trajectory Optimality Criterion for Multi-Domain Learning
Alexey Rukhovich, Alexander Podolskiy, Irina Piontkovskaya
cs.LGcs.CLarXiv:2501.15556v12025
OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation
Wenxue Li, Peiyan Guan, Haoyang Jiang +14
cs.CVarXiv:2609.22069v12026
Analysis and Approximation of Stochastic Multiscale Subdiffusion Driven by Fractional Gaussian Noise
Jincheng Dong, Ning Du, Xu Guo +2
math.NAarXiv:2608.29533v12026
Directional Alignment Mitigates Reward Hacking in Reinforcement Learning for Language Models
Wenlong Deng, Jiaji Huang, Kaan Ozkara +4
cs.LGcs.CLarXiv:2605.25189v12026
ProgramGym: Scaling Training Environments for Long-Horizon Program Reproduction Agents
Chengyi Yang, Renxu Bao, Jue Hou +10
cs.SEcs.AIcs.CLarXiv:2610.13395v12026
Kilovolt-class Vertical (011) \b{eta}-Ga2O3 Schottky Diodes for High Voltage and High Temperature Applications
Emerson J. Hollar, Aaron M. Adams, Nolan S. Hendricks +2
cond-mat.mtrl-scics.SYeess.SYarXiv:2610.04388v12026
M2Depth: Unifying Monocular Depth Foundation Priors with Multi-View Stereo
Byeonggwon Lee, Sanggi Lee, Siwoo Lee +2
cs.CVarXiv:2608.20788v12026
EF1-Constrained Nash Social Welfare with Identical Additive Valuations: Complexity, Guarantees, and Experiments
Zih-Sian Yang, Yi-Hao Chen, Yu-Te Kuan +3
cs.GTcs.LGarXiv:2609.03846v42026
EMPIRIC: Experiment-Driven Learning of Residual World Models for Robot Planning
Yichao Liang, Amber Li, Dat Nguyen +13
cs.ROcs.AIcs.LGarXiv:2609.35047v12026
Evasion and Hardening of Tree Ensemble Classifiers
Alex Kantchelian, J. D. Tygar, Anthony D. Joseph
cs.LGcs.CRstat.MLarXiv:1509.07892v22015
SSCBench: Evaluating the Evidential Validity of Fault-Injection Tests for Tool-Using LLM Agents
Xincheng He, Wanli Dong, Zhaoqiang Guo +2
cs.SEarXiv:2610.11514v12026
Natural Language Knowledge Graph Query Execution: Leveraging Controlled Semantics in the LLM Context Window
Blake G. Fitch
cs.DBcs.AIarXiv:2609.14652v12026
The Continuity Layer: Why Intelligence Needs an Architecture for What It Carries Forward
Samuel Sameer Tanguturi
cs.AIarXiv:2604.17273v12026
On the State Evolution of Approximate Message Passing with Discontinuous Denoisers
Kuranage Roche Rayan Ranasinghe, Takumi Takahashi, Giuseppe Thadeu Freitas de Abreu
cs.ITmath.ITarXiv:2610.08256v12026
ContextBudget: Budget-Aware Context Management for Long-Horizon Search Agents
Yong Wu, YanZhao Zheng, TianZe Xu +9
cs.AIarXiv:2604.01664v12026
VGGFace2: A dataset for recognising faces across pose and age
Qiong Cao, Li Shen, Weidi Xie +2
cs.CVarXiv:1710.08092v22017
Nearly unbiased variable selection under minimax concave penalty
Cun-Hui Zhang
math.STarXiv:1002.4734v12010
Grouped variable importance with random forests and application to multiple functional data analysis
Baptiste Gregorutti, Bertrand Michel, Philippe Saint-Pierre
stat.MEarXiv:1411.4170v22014
Condensing Graphs via One-Step Gradient Matching
Wei Jin, Xianfeng Tang, Haoming Jiang +4
cs.LGcs.AIarXiv:2206.07746v32022
Audio-Visual Intelligence in Large Foundation Models
You Qin, Kai Liu, Shengqiong Wu +12
cs.CVarXiv:2605.04045v12026
AgentRx: Diagnosing AI Agent Failures from Execution Trajectories
Shraddha Barke, Arnav Goyal, Alind Khare +3
cs.AIarXiv:2602.02475v22026
An Information-Theoretic Analysis of In-Context Learning
Hong Jun Jeon, Jason D. Lee, Qi Lei +1
cs.LGcs.ITmath.ITarXiv:2401.15530v12024
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation
Yinghuan Shi, Jian Zhang, Tong Ling +5
cs.CVarXiv:2110.08762v12021
Amodal Instance Segmentation
Ke Li, Jitendra Malik
cs.CVarXiv:1604.08202v22016
CollectionLoRA: Collecting 50 Effects in 1 LoRA via Multi-Teacher On-Policy Distillation
Fangtai Wu, Hailong Guo, Shijie Huang +7
cs.CVcs.AIarXiv:2605.25378v22026
Improving In-Context Few-Shot Learning via Self-Supervised Training
Mingda Chen, Jingfei Du, Ramakanth Pasunuru +4
cs.CLarXiv:2205.01703v22022
Moving the Mean Toward the Known Good, Not Beyond It: What Inference-Time Interventions and Weight Consolidation Buy in Open-Ended Generation
Roberto I. Ono Filho
cs.CLcs.AIcs.LGarXiv:2608.28886v12026
sheval: An RDF data shapes evaluation tool and test-suite for recursive shapes
Shqiponja Ahmetaj, Iovka Boneva, Jan Hidders +8
cs.DBcs.LOarXiv:2609.05944v22026
GTA-2: Benchmarking General Tool Agents from Atomic Tool-Use to Open-Ended Workflows
Jize Wang, Xuanxuan Liu, Yining Li +7
cs.CLcs.AIarXiv:2604.15715v12026
AI-Ready Research Workflows in Computational Social Science: Lessons on Building a Shared Language for Interdisciplinary Collaboration
Joan Giner-Miguelez, Alexandra Málaga, Felipe Gómez-Cortés +7
cs.HCcs.CYarXiv:2608.24914v12026
Differential Privacy as a Mutual Information Constraint
Paul Cuff, Lanqing Yu
cs.ITcs.CRarXiv:1608.03677v12016
Trainable ISTA for Sparse Signal Recovery
Daisuke Ito, Satoshi Takabe, Tadashi Wadayama
cs.ITarXiv:1801.01978v32018
Spatial-DISE: A Unified Benchmark for Evaluating Spatial Reasoning in Vision-Language Models
Xinmiao Huang, Qisong He, Zhenglin Huang +5
cs.CVarXiv:2510.13394v42025
Learning to Price and Stock Under Contextual and Censored Demand
Zean Han, Zezhen Ding, Jiheng Zhang
cs.LGarXiv:2609.06083v12026
Stealth Apart, Harm Together: Skill Cascading Attacks on Skill-Based Agent Systems
Zihao Zhu, Siwei Lyu, Adel Bibi +1
cs.AIarXiv:2609.30383v12026
Bottom-up Modeling of Repeated Elements via Single Image Analysis-by-Synthesis
Syrine Kalleli, Alexei A. Efros, Mathieu Aubry
cs.CVarXiv:2609.07939v22026
Barycentric Fused Gromov-Wasserstein Balancing for Causal Inference under Multiple Treatments
Yuki Murakami, Takumi Hattori, Kohsuke Kubota
stat.MEcs.AIcs.LGarXiv:2608.22024v12026
Jev in the Wild: A Data-Driven Analysis of the Jev Model's Functionality, Applications and Ecosystem
Guoming Ling, Muen Xue, Zijian Ye
cs.SEarXiv:2609.30216v12026
Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do
Zhuoran Jin, Kejian Zhu, Hongbang Yuan +5
cs.CLcs.AIcs.CVarXiv:2606.22565v12026
HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness
Xiaoxuan Wang, Haixin Wang, Alexander Taylor +3
cs.AIarXiv:2606.12882v12026
Phoneme-Aware Pronunciation Representations for L2-English L1-Background Accent Identification
Yangyang Qu, Massimiliano Todisco, Nicholas Evans
eess.ASarXiv:2609.10466v12026
EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving
Mukai Li, Linfeng Song, Zhenwen Liang +5
cs.CLcs.AIarXiv:2509.12603v12025
Active Perception Agent for Omnimodal Audio-Video Understanding
Keda Tao, Wenjie Du, Bohan Yu +3
cs.CVarXiv:2512.23646v22025
MLLM-Assisted Audio VOS: A 3rd Place Report for the MeViS-Audio Track, 8th LSVOS Challenge
Liangtao Shi, Jinxia Xie, Xiantao Hu +1
cs.CVarXiv:2608.23234v12026
GRPO-Guard: Mitigating Implicit Over-Optimization in Flow Matching via Regulated Clipping
Jing Wang, Jiajun Liang, Jie Liu +10
cs.CVcs.LGarXiv:2510.22319v22025
Rethinking Cross-Layer Information Routing in Diffusion Transformers
Chao Xu, Maohua Li, Qirui Li +9
cs.CVcs.AIarXiv:2605.20708v22026
Learning-Augmented Strategyproof Facility Location in $\mathbb{R}^d$ with $\ell_p$ Distances
Hau Chan, Jianan Lin, Chenhao Wang
cs.GTarXiv:2609.12829v12026
Privacy-Preserving Split Learning for Federated LLM Fine-Tuning
Heng Jin, Chaoyu Zhang, Hexuan Yu +2
cs.LGarXiv:2609.09794v12026
Eigenspectra optoacoustic tomography achieves quantitative blood oxygenation imaging deep in tissues
Stratis Tzoumas, Antonio Nunes, Ivan Olefir +6
physics.med-phcs.CVphysics.opticsarXiv:1511.05846v12015

Every paper with a summary

Quantum Markovian Subsystems: Invariance, Attractivity, and Control

Current World Models Lack a Persistent State Core

Odysseys: Benchmarking Web Agents on Realistic Long Horizon Tasks

Generalized Agent Iteration: One Formal Framework for Iterative Policy Improvement and Recursive Self-Improvement

Combined Image- and World-Space Tracking in Traffic Scenes

A Federated Deepfake Speech Detection Method Based on Layer-Wise Center-Guided Weighting Aggregation

Lidar waveform based analysis of depth images constructed using sparse single-photon data

Collaborative Large Language Model for Recommender Systems

Quantum Query Complexity of Finding a Tarski Fixed Point on a High-Dimensional Grid

QUASAR: Quantum Satellite Architecture and Routing Simulator

Diptych: Scoped, AI-Interpreted Comparison for Reference Listening in Music Production

Commute Your Domains: Trajectory Optimality Criterion for Multi-Domain Learning

OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation

Analysis and Approximation of Stochastic Multiscale Subdiffusion Driven by Fractional Gaussian Noise

Directional Alignment Mitigates Reward Hacking in Reinforcement Learning for Language Models

ProgramGym: Scaling Training Environments for Long-Horizon Program Reproduction Agents

Kilovolt-class Vertical (011) \b{eta}-Ga2O3 Schottky Diodes for High Voltage and High Temperature Applications

M2Depth: Unifying Monocular Depth Foundation Priors with Multi-View Stereo

EF1-Constrained Nash Social Welfare with Identical Additive Valuations: Complexity, Guarantees, and Experiments

EMPIRIC: Experiment-Driven Learning of Residual World Models for Robot Planning

Evasion and Hardening of Tree Ensemble Classifiers

SSCBench: Evaluating the Evidential Validity of Fault-Injection Tests for Tool-Using LLM Agents

Natural Language Knowledge Graph Query Execution: Leveraging Controlled Semantics in the LLM Context Window

The Continuity Layer: Why Intelligence Needs an Architecture for What It Carries Forward

On the State Evolution of Approximate Message Passing with Discontinuous Denoisers

ContextBudget: Budget-Aware Context Management for Long-Horizon Search Agents

VGGFace2: A dataset for recognising faces across pose and age

Nearly unbiased variable selection under minimax concave penalty

Grouped variable importance with random forests and application to multiple functional data analysis

Condensing Graphs via One-Step Gradient Matching

Audio-Visual Intelligence in Large Foundation Models

AgentRx: Diagnosing AI Agent Failures from Execution Trajectories

An Information-Theoretic Analysis of In-Context Learning

Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation

Amodal Instance Segmentation

CollectionLoRA: Collecting 50 Effects in 1 LoRA via Multi-Teacher On-Policy Distillation

Improving In-Context Few-Shot Learning via Self-Supervised Training

Moving the Mean Toward the Known Good, Not Beyond It: What Inference-Time Interventions and Weight Consolidation Buy in Open-Ended Generation

sheval: An RDF data shapes evaluation tool and test-suite for recursive shapes

GTA-2: Benchmarking General Tool Agents from Atomic Tool-Use to Open-Ended Workflows

AI-Ready Research Workflows in Computational Social Science: Lessons on Building a Shared Language for Interdisciplinary Collaboration

Differential Privacy as a Mutual Information Constraint

Trainable ISTA for Sparse Signal Recovery

Spatial-DISE: A Unified Benchmark for Evaluating Spatial Reasoning in Vision-Language Models

Learning to Price and Stock Under Contextual and Censored Demand

Stealth Apart, Harm Together: Skill Cascading Attacks on Skill-Based Agent Systems

Bottom-up Modeling of Repeated Elements via Single Image Analysis-by-Synthesis

Barycentric Fused Gromov-Wasserstein Balancing for Causal Inference under Multiple Treatments

Jev in the Wild: A Data-Driven Analysis of the Jev Model's Functionality, Applications and Ecosystem

Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do

HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness

Phoneme-Aware Pronunciation Representations for L2-English L1-Background Accent Identification

EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving

Active Perception Agent for Omnimodal Audio-Video Understanding

MLLM-Assisted Audio VOS: A 3rd Place Report for the MeViS-Audio Track, 8th LSVOS Challenge

GRPO-Guard: Mitigating Implicit Over-Optimization in Flow Matching via Regulated Clipping

Rethinking Cross-Layer Information Routing in Diffusion Transformers

Learning-Augmented Strategyproof Facility Location in $\mathbb{R}^d$ with $\ell_p$ Distances

Privacy-Preserving Split Learning for Federated LLM Fine-Tuning

Eigenspectra optoacoustic tomography achieves quantitative blood oxygenation imaging deep in tissues