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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48,121 to 48,180 of 120,312

The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes
Siqi Zhu, Xuyan Ye, Hongyu Lu +2
cs.AIarXiv:2605.11182v22026
Summaries:한국어
Where the Model Changes Its Mind: Hindsight-Divergence Localization for Efficient Reinforcement Learning with Verifiable Rewards
Fanchao Chen, Hengyu Fu, Shivaram Venkataraman +1
cs.LGarXiv:2609.36864v12026
Cosmos-H-Surgical: Learning Surgical Robot Policies from Videos via World Modeling
Yufan He, Pengfei Guo, Mengya Xu +11
cs.ROcs.CVarXiv:2512.23162v42025
The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks
Wenbo Pan, Zhichao Liu, Shujie Liu +6
cs.AIarXiv:2609.25804v22026
AHA-WAM:Asynchronous Horizon-Adaptive World-Action Modeling with Observation-Guided Context Routing
Jisong Cai, Long Ling, Shiwei Chu +10
cs.ROcs.AIcs.CVarXiv:2606.09811v12026
Global Texture Enhancement for Fake Face Detection in the Wild
Zhengzhe Liu, Xiaojuan Qi, Philip Torr
cs.CVarXiv:2002.00133v32020
Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis
Cheng Cheng, Beitong Zhou, Guijun Ma +2
cs.LGeess.SPstat.MLarXiv:1903.06753v12019
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
Jun Chen, Deyao Zhu, Xiaoqian Shen +7
cs.CVarXiv:2310.09478v32023
PretrainZero: Reinforcement Active Pretraining
Xingrun Xing, Zhiyuan Fan, Jie Lou +3
cs.CLarXiv:2512.03442v12025
A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression
Jincheng Ren, Siwei Wu, Yizhi Li +8
cs.CLarXiv:2604.19572v32026
EDN: Salient Object Detection via Extremely-Downsampled Network
Yu-Huan Wu, Yun Liu, Le Zhang +2
cs.CVarXiv:2012.13093v32020
Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection
Jinhyung Park, Chenfeng Xu, Shijia Yang +4
cs.CVcs.AIcs.LGarXiv:2210.02443v12022
Model-enhanced Vector Index
Hailin Zhang, Yujing Wang, Qi Chen +16
cs.IRarXiv:2309.13335v22023
Understanding mobility in a social petri dish
Michael Szell, Roberta Sinatra, Giovanni Petri +2
physics.soc-phcs.SIarXiv:1112.1220v12011
Global Sensitivity Analysis of Spatial Sets: Finite-Element-Based Estimation and the Role of Observation Windows
Farbod Chamanian, Chiara Piazzola, Elisabeth Ullmann
math.NAcs.NAmath.STarXiv:2609.12178v12026
Hyperbolic Image Segmentation
Mina GhadimiAtigh, Julian Schoep, Erman Acar +2
cs.CVarXiv:2203.05898v12022
Synchronizing distant nodes: a universal classification of networks
V. Flunkert, S. Yanchuk, T. Dahms +1
nlin.CDarXiv:1009.6120v22010
The Frame Kernel Method for Multiscale Operator Learning
Branden Frieden, Ryan Whitehead, M. Keith Ballard +2
cs.LGmath.NAarXiv:2608.25084v12026
Distillation as Probability Transport: Routed On-Policy Distillation
Tianle Xia, Lingxiang Hu, Yiding Sun +6
cs.LGcs.CLarXiv:2609.08337v12026
Van der Waerden/Schrijver-Valiant like Conjectures and Stable (aka Hyperbolic) Homogeneous Polynomials : One Theorem for all
Leonid Gurvits
math.COmath.AGarXiv:0711.3496v22007
Choreographing a World of Dynamic Objects
Yanzhe Lyu, Chen Geng, Karthik Dharmarajan +4
cs.CVcs.GRcs.ROarXiv:2601.04194v12026
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities
Yanjie Song, Yutong Wu, Yangyang Guo +7
cs.NEcs.AIcs.LGarXiv:2308.13420v32023
Approximate Homomorphisms and Convergent Representations in Transducers
Santiago Cifuentes
cs.LGcs.AIarXiv:2608.20428v12026
Event-chain Monte Carlo algorithms for hard-sphere systems
Etienne P. Bernard, Werner Krauth, David B. Wilson
cond-mat.stat-mecharXiv:0903.2954v22009
The backbone of the climate network
Jonathan F. Donges, Yong Zou, Norbert Marwan +1
physics.ao-phphysics.data-anarXiv:1002.2100v12010
(V)LMs generalize beyond surface co-occurrence: Evidence from cross-modal number agreement
Zach Studdiford, Kanishka Misra
cs.CLcs.AIarXiv:2609.00443v12026
A Survey of Decentralized Physical Infrastructure Network,Research Directions, and Open Challenges
Ming Jiang, Erwu Liu, Xinyu Qu +3
eess.SPeess.SYarXiv:2609.02125v12026
Fairness in Serving Large Language Models
Ying Sheng, Shiyi Cao, Dacheng Li +5
cs.AIcs.LGcs.PFarXiv:2401.00588v22023
GlassFormer: Learning Real-time Glass Segmentation using Radar-Depth Fusion
Suhani Grover, Astik Srivastava, Viswas Dinesh +2
cs.CVcs.ROarXiv:2609.36844v12026
A Frequency-Controlled Comparison of Tick- and Minute-Based Information Bars for Cryptocurrency Markets
Muhammad Toheed Fayyaz, Abdul Jabbar, Faheem Ahmad Qureshi +1
q-fin.STcs.CEarXiv:2608.26158v12026
URIUM: A Programming Language for a Practical Open Course on Compiler Design
Francisco J. Moreno Velo, Almudena García Jurado-Centurión
cs.PLarXiv:2608.28202v12026
The Majority Illusion in Social Networks
Kristina Lerman, Xiaoran Yan, Xin-Zeng Wu
cs.SIcs.CYphysics.soc-pharXiv:1506.03022v12015
Q-Interference: Memory-Efficient Phase-Aware Quantum-Inspired Attention
Emama Nahid, Tahmid Imtiaz Imu, Huayue Gu +3
cs.CLarXiv:2608.17288v12026
PriceBench: A Diagnostic Benchmark for Price, Quality, and Brand Preferences in LLM Booking Agents
Pavel Kireyev
econ.GNcs.AIcs.CLarXiv:2609.31468v12026
Lightweight Ranking Heads: Accelerating Multi-Task Experimentation in Production Recommender Systems
Sanjay Surendranath Girija, Aniruddh Nath, Li Wei +6
cs.LGcs.AIarXiv:2609.25433v12026
Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage
Yu Wang, Yuying Zhao, Yushun Dong +3
cs.LGcs.CRcs.CYarXiv:2206.03426v22022
UnpredictaBench: A Benchmark for Evaluating Distributional Randomness in LLMs
Amirhossein Abaskohi, Amirhossein Dabiriaghdam, Liang Luo +4
cs.CLarXiv:2606.06622v32026
Multitask Prompted Training Enables Zero-Shot Task Generalization
Victor Sanh, Albert Webson, Colin Raffel +38
cs.LGcs.CLarXiv:2110.08207v32021
Tensor Orthogonal Subspace Split: Theory and Applications
Jifei Miao, Juan Han, Michael K. Ng +1
math.NAarXiv:2608.29638v12026
ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction
Xiaomin Fang, Lihang Liu, Jieqiong Lei +6
cs.LGphysics.chem-phq-bio.MNarXiv:2106.06130v42021
A Uniform Algorithm for Strict NP on Bounded-Treedepth Graphs
Thomas Depian, Robert Ganian, Jakob Greilhuber +2
cs.DScs.CCarXiv:2610.06561v12026
DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models
Saeed Ranjbar Alvar, Gursimran Singh, Mohammad Akbari +1
cs.CVcs.AIcs.LGarXiv:2503.02175v22025
Learning Compositional Spatio-Temporal Video Grounding with Synthetic Curriculum
Xingjian Wang, Shijian Wang, Yibo Wang +4
cs.CVarXiv:2608.30584v12026
Facility Location Mechanism Design: Breaking The Deterministic Barrier
Zohar Barak
cs.GTarXiv:2605.24750v22026
OctNet: Learning Deep 3D Representations at High Resolutions
Gernot Riegler, Ali Osman Ulusoy, Andreas Geiger
cs.CVarXiv:1611.05009v42016
Effective equidistribution of norm one elements in CM-fields
Shabnam Akhtari, Jeffrey D. Vaaler, Martin Widmer
math.NTarXiv:2507.10387v12025
KneePreM: Towards 3D Knee MRI Foundation Models via Large-Scale Unlabeled Pretraining and Label-Efficient Fine-Tuning
Xinxin Wang, Liam Hazan, Jing Li +3
cs.CVarXiv:2609.31461v12026
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?
Kai Sun, Yifan Ethan Xu, Hanwen Zha +2
cs.CLarXiv:2308.10168v22023
Polarity-Asymmetric Structural Calibration for Link Sign Prediction
Qiqi Gao, Wenzhuo Song, Xueyan Liu
cs.SIcs.LGarXiv:2609.05896v12026
Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward
Yuwei Niu, Weiyang Jin, Jiaqi Liao +7
cs.CVcs.CLarXiv:2511.20561v32025
LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models
Taekhyun Park, Yongjae Lee, Dohee Kim +1
cs.LGcs.AIarXiv:2605.11011v12026
StrataVLA: Hierarchical and Efficient 3D Geometric Grounding for Vision-Language-Action Models
Jin Cui, Zhaoyu Pu, Botao Cai +4
cs.ROarXiv:2609.26071v12026
Scalable Rao-Blackwellized Online Planning for High-Dimensional POMDPs
Jiho Lee, Nisar Ahmed, Kyle Hollins Wray +1
cs.ROcs.AIarXiv:2609.01351v12026
CIG-RL: Curiosity-Driven Information-Guided Reinforcement Learning for Source Term Estimation in Uncertain Environments
Junhee Lee, Seunghwan Kim, Hongro Jang +4
cs.ROarXiv:2608.30673v12026
Hallo4D: Multi-Modal Hallucination Mitigation for Consistent Spatio-Temporal Generation
Hongbo Wang, Huaibo Huang, Jie Cao +3
cs.CVcs.AIarXiv:2607.12752v22026
Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning
Joykirat Singh, Raghav Magazine, Yash Pandya +1
cs.AIarXiv:2505.01441v12025
UNWIND: Any-Length Facial Video for Stress Detection without Temporal Windowing
Stefanos Gkikas, Christian Arzate Cruz, Eric Nichols +2
cs.CVcs.AIarXiv:2609.29553v12026
A note on the group lasso and a sparse group lasso
J. Friedman, T. Hastie, R. Tibshirani
math.STarXiv:1001.0736v12010
See, Hear, and Feel: Smart Sensory Fusion for Robotic Manipulation
Hao Li, Yizhi Zhang, Junzhe Zhu +7
cs.ROcs.CVarXiv:2212.03858v22022
On exact discretization of the $L_2$-norm in the space spanned by the first $N$ Rademacher functions
Anna Kazakova
math.FAmath.NAarXiv:2608.25058v12026

Every paper with a summary

The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes

Where the Model Changes Its Mind: Hindsight-Divergence Localization for Efficient Reinforcement Learning with Verifiable Rewards

Cosmos-H-Surgical: Learning Surgical Robot Policies from Videos via World Modeling

The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks

AHA-WAM:Asynchronous Horizon-Adaptive World-Action Modeling with Observation-Guided Context Routing

Global Texture Enhancement for Fake Face Detection in the Wild

Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis

MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

PretrainZero: Reinforcement Active Pretraining

A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression

EDN: Salient Object Detection via Extremely-Downsampled Network

Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection

Model-enhanced Vector Index

Understanding mobility in a social petri dish

Global Sensitivity Analysis of Spatial Sets: Finite-Element-Based Estimation and the Role of Observation Windows

Hyperbolic Image Segmentation

Synchronizing distant nodes: a universal classification of networks

The Frame Kernel Method for Multiscale Operator Learning

Distillation as Probability Transport: Routed On-Policy Distillation

Van der Waerden/Schrijver-Valiant like Conjectures and Stable (aka Hyperbolic) Homogeneous Polynomials : One Theorem for all

Choreographing a World of Dynamic Objects

Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities

Approximate Homomorphisms and Convergent Representations in Transducers

Event-chain Monte Carlo algorithms for hard-sphere systems

The backbone of the climate network

(V)LMs generalize beyond surface co-occurrence: Evidence from cross-modal number agreement

A Survey of Decentralized Physical Infrastructure Network,Research Directions, and Open Challenges

Fairness in Serving Large Language Models

GlassFormer: Learning Real-time Glass Segmentation using Radar-Depth Fusion

A Frequency-Controlled Comparison of Tick- and Minute-Based Information Bars for Cryptocurrency Markets

URIUM: A Programming Language for a Practical Open Course on Compiler Design

The Majority Illusion in Social Networks

Q-Interference: Memory-Efficient Phase-Aware Quantum-Inspired Attention

PriceBench: A Diagnostic Benchmark for Price, Quality, and Brand Preferences in LLM Booking Agents

Lightweight Ranking Heads: Accelerating Multi-Task Experimentation in Production Recommender Systems

Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage

UnpredictaBench: A Benchmark for Evaluating Distributional Randomness in LLMs

Multitask Prompted Training Enables Zero-Shot Task Generalization

Tensor Orthogonal Subspace Split: Theory and Applications

ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction

A Uniform Algorithm for Strict NP on Bounded-Treedepth Graphs

DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models

Learning Compositional Spatio-Temporal Video Grounding with Synthetic Curriculum

Facility Location Mechanism Design: Breaking The Deterministic Barrier

OctNet: Learning Deep 3D Representations at High Resolutions

Effective equidistribution of norm one elements in CM-fields

KneePreM: Towards 3D Knee MRI Foundation Models via Large-Scale Unlabeled Pretraining and Label-Efficient Fine-Tuning

Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?

Polarity-Asymmetric Structural Calibration for Link Sign Prediction

Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward

LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models

StrataVLA: Hierarchical and Efficient 3D Geometric Grounding for Vision-Language-Action Models

Scalable Rao-Blackwellized Online Planning for High-Dimensional POMDPs

CIG-RL: Curiosity-Driven Information-Guided Reinforcement Learning for Source Term Estimation in Uncertain Environments

Hallo4D: Multi-Modal Hallucination Mitigation for Consistent Spatio-Temporal Generation

Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning

UNWIND: Any-Length Facial Video for Stress Detection without Temporal Windowing

A note on the group lasso and a sparse group lasso

See, Hear, and Feel: Smart Sensory Fusion for Robotic Manipulation

On exact discretization of the $L_2$-norm in the space spanned by the first $N$ Rademacher functions