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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21,721 to 21,780 of 61,428

Knowledge Base Completion: Baselines Strike Back
Rudolf Kadlec, Ondrej Bajgar, Jan Kleindienst
cs.LGcs.AIarXiv:1705.10744v12017
Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models
Yuxiang Lai, Jike Zhong, Ming Li +4
cs.CVarXiv:2503.13939v52025
Naive-Deep Face Recognition: Touching the Limit of LFW Benchmark or Not?
Erjin Zhou, Zhimin Cao, Qi Yin
cs.CVarXiv:1501.04690v12015
The random Tukey depth
J. A. Cuesta-Albertos, A. Nieto-Reyes
stat.COarXiv:0707.0167v12007
Multi-Agent Risks from Advanced AI
Lewis Hammond, Alan Chan, Jesse Clifton +41
cs.MAcs.AIcs.CYarXiv:2502.14143v12025
Human Mesh Recovery from Monocular Images via a Skeleton-disentangled Representation
Sun Yu, Ye Yun, Liu Wu +3
cs.CVarXiv:1908.07172v22019
Compact 3D Scene Representation via Self-Organizing Gaussian Grids
Wieland Morgenstern, Florian Barthel, Anna Hilsmann +1
cs.CVarXiv:2312.13299v22023
A Fast Algorithm for Computing Geodesic Distances in Tree Space
Megan Owen, J. Scott Provan
q-bio.PEcs.CGcs.DMarXiv:0907.3942v22009
Deep Self-Taught Learning for Weakly Supervised Object Localization
Zequn Jie, Yunchao Wei, Xiaojie Jin +2
cs.CVarXiv:1704.05188v22017
DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models
Yi Shen, Jian Zhang, Jieyun Huang +7
cs.LGcs.AIarXiv:2503.04472v32025
MMSearch-R1: Incentivizing LMMs to Search
Jinming Wu, Zihao Deng, Wei Li +5
cs.CVcs.CLarXiv:2506.20670v12025
Denoising Hyperspectral Image with Non-i.i.d. Noise Structure
Yang Chen, Xiangyong Cao, Qian Zhao +2
cs.CVarXiv:1702.00098v12017
Deterministic Preparation of Dicke States
Andreas Bärtschi, Stephan Eidenbenz
quant-phcs.DSarXiv:1904.07358v12019
ConRFT: A Reinforced Fine-tuning Method for VLA Models via Consistency Policy
Yuhui Chen, Shuai Tian, Shugao Liu +3
cs.ROcs.AIarXiv:2502.05450v22025
Semi-discrete quadratic Wasserstein energy and state-dependent Langevin exploration
Ran Gu, Gaoyue Guo, Kelvin Shuangjian Zhang
math.NAmath.OCmath.PRarXiv:2609.03405v12026
Functional Adversarial Attacks
Cassidy Laidlaw, Soheil Feizi
cs.LGcs.CVarXiv:1906.00001v22019
LeRobot: An Open-Source Library for End-to-End Robot Learning
Remi Cadene, Simon Aliberts, Francesco Capuano +14
cs.ROarXiv:2602.22818v12026
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations
Jeya Maria Jose, Vishwanath Sindagi, Ilker Hacihaliloglu +1
eess.IVcs.CVarXiv:2006.04878v22020
Emotion Concepts and their Function in a Large Language Model
Nicholas Sofroniew, Isaac Kauvar, William Saunders +13
cs.AIcs.CLarXiv:2604.07729v12026
Deep Learning for TDD and FDD Massive MIMO: Mapping Channels in Space and Frequency
Muhammad Alrabeiah, Ahmed Alkhateeb
cs.ITeess.SParXiv:1905.03761v22019
Calibration of neural viscoelastic models via full-field data
Brain M. Riemer, Markus Kästner, Karl A. Kalina
cs.CEarXiv:2609.03645v12026
Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation
Zhengxiong Luo, Zhicheng Wang, Yan Huang +2
cs.CVarXiv:2012.15175v42020
Wavelet methods in statistics: Some recent developments and their applications
Anestis Antoniadis
stat.MEarXiv:0712.0283v12007
Code Black: Desktop-Mediated Co-Design of AR-HMD Microinteractions for Emergency Department Teamwork
Jonathan Segal, Jalynn Nicoly, Francisco Ortega +1
cs.HCarXiv:2609.03295v12026
Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving
Yong Lin, Shange Tang, Bohan Lyu +8
cs.LGcs.AIarXiv:2502.07640v32025
GraspVLA: a Grasping Foundation Model Pre-trained on Billion-scale Synthetic Action Data
Shengliang Deng, Mi Yan, Songlin Wei +10
cs.ROarXiv:2505.03233v32025
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning
Jyotibdha Acharya, Arindam Basu
eess.AScs.LGcs.SDarXiv:2004.08287v12020
AmpleGCG: Learning a Universal and Transferable Generative Model of Adversarial Suffixes for Jailbreaking Both Open and Closed LLMs
Zeyi Liao, Huan Sun
cs.CLarXiv:2404.07921v32024
ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning
Zhaorun Chen, Mintong Kang, Bo Li
cs.LGcs.CRarXiv:2503.22738v22025
Quaternion Convolutional Neural Networks
Xuanyu Zhu, Yi Xu, Hongteng Xu +1
cs.CVarXiv:1903.00658v12019
Light Commands: Laser-Based Audio Injection Attacks on Voice-Controllable Systems
Takeshi Sugawara, Benjamin Cyr, Sara Rampazzi +2
cs.CRarXiv:2006.11946v12020
Unpaired Deep Image Deraining Using Dual Contrastive Learning
Xiang Chen, Jinshan Pan, Kui Jiang +5
cs.CVarXiv:2109.02973v42021
Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better
Danny Driess, Jost Tobias Springenberg, Brian Ichter +8
cs.LGcs.ROarXiv:2505.23705v12025
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data
Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
cs.LGstat.MLarXiv:2005.10996v12020
Epona: Autoregressive Diffusion World Model for Autonomous Driving
Kaiwen Zhang, Zhenyu Tang, Xiaotao Hu +9
cs.CVarXiv:2506.24113v12025
Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild
Avinab Saha, Sandeep Mishra, Alan C. Bovik
cs.CVcs.LGcs.MMarXiv:2304.00451v22023
Hunyuan3D 2.5: Towards High-Fidelity 3D Assets Generation with Ultimate Details
Zeqiang Lai, Yunfei Zhao, Haolin Liu +23
cs.CVcs.AIarXiv:2506.16504v12025
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
Zhaochen Su, Peng Xia, Hangyu Guo +12
cs.CVarXiv:2506.23918v32025
Skywork Open Reasoner 1 Technical Report
Jujie He, Jiacai Liu, Chris Yuhao Liu +14
cs.LGcs.AIcs.CLarXiv:2505.22312v22025
Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations
Hyeong-Seok Choi, Juheon Lee, Wansoo Kim +3
cs.SDcs.AIeess.ASarXiv:2110.14513v22021
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation
Zhongang Cai, Wanqi Yin, Ailing Zeng +10
cs.CVarXiv:2309.17448v32023
HypRQ-VAE: Hyperbolic Item Indexing for Long-Tail-Aware Generative Recommender Systems
Longfeng Wu, Tong Zeng, Giovanni Seni +8
cs.IRarXiv:2609.03369v12026
SLiM: Simulating Evolution with Selection and Linkage
Philipp W. Messer
q-bio.PEq-bio.GNarXiv:1301.3109v12013
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
Mingjie Liu, Shizhe Diao, Ximing Lu +5
cs.CLcs.AIarXiv:2505.24864v12025
Score Approximation, Estimation and Distribution Recovery of Diffusion Models on Low-Dimensional Data
Minshuo Chen, Kaixuan Huang, Tuo Zhao +1
cs.LGstat.MLarXiv:2302.07194v12023
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
Zigang Geng, Binxin Yang, Tiankai Hang +8
cs.CVarXiv:2309.03895v12023
FPCO-Dialog: A Multi-Turn False-Premise Benchmark for Correction and Cooperation in Vision-Language Models
Jiayuan Ma, Yuqi Lu, Weiyang Guo +5
cs.CLarXiv:2609.03331v12026
Certified Defenses for Adversarial Patches
Ping-Yeh Chiang, Renkun Ni, Ahmed Abdelkader +3
cs.CRcs.LGstat.MLarXiv:2003.06693v22020
Hierarchical Beam Training and Codebook Design for Movable Antenna-Assisted Near-Field Systems
Meihui Liu, Qian Zhang, Xuejun Cheng +3
cs.ITarXiv:2609.03776v12026
Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities
Vincent Y. F. Tan
cs.ITarXiv:1504.02608v12015
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Yutao Yang, Junsong Li, Qianjun Pan +9
cs.AIarXiv:2603.01145v22026
Otter: A Provably MEV-Resilient Automated Market Maker via Surplus Redistribution
Elaine Shi, Mengqian Zhang, Hao Chung +1
cs.GTarXiv:2609.03474v12026
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning
Chenxin Xu, Robby T. Tan, Yuhong Tan +4
cs.CVcs.MAarXiv:2303.10876v22023
A mathematical perspective on Transformers
Borjan Geshkovski, Cyril Letrouit, Yury Polyanskiy +1
cs.LGmath.APmath.DSarXiv:2312.10794v52023
Implicit Gradient Regularization
David G. T. Barrett, Benoit Dherin
cs.LGstat.MLarXiv:2009.11162v32020
DeepEyesV2: Toward Agentic Multimodal Model
Jack Hong, Chenxiao Zhao, ChengLin Zhu +3
cs.CVcs.AIarXiv:2511.05271v42025
Further and stronger analogy between sampling and optimization: Langevin Monte Carlo and gradient descent
Arnak S. Dalalyan
math.STarXiv:1704.04752v22017
FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
Haonan Qiu, Menghan Xia, Yong Zhang +4
cs.CVarXiv:2310.15169v32023
Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors
Duo Zheng, Shijia Huang, Yanyang Li +1
cs.CVcs.AIarXiv:2505.24625v32025
VAFL: a Method of Vertical Asynchronous Federated Learning
Tianyi Chen, Xiao Jin, Yuejiao Sun +1
cs.LGcs.DCmath.OCarXiv:2007.06081v12020

Every paper with a summary

Knowledge Base Completion: Baselines Strike Back

Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models

Naive-Deep Face Recognition: Touching the Limit of LFW Benchmark or Not?

The random Tukey depth

Multi-Agent Risks from Advanced AI

Human Mesh Recovery from Monocular Images via a Skeleton-disentangled Representation

Compact 3D Scene Representation via Self-Organizing Gaussian Grids

A Fast Algorithm for Computing Geodesic Distances in Tree Space

Deep Self-Taught Learning for Weakly Supervised Object Localization

DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models

MMSearch-R1: Incentivizing LMMs to Search

Denoising Hyperspectral Image with Non-i.i.d. Noise Structure

Deterministic Preparation of Dicke States

ConRFT: A Reinforced Fine-tuning Method for VLA Models via Consistency Policy

Semi-discrete quadratic Wasserstein energy and state-dependent Langevin exploration

Functional Adversarial Attacks

LeRobot: An Open-Source Library for End-to-End Robot Learning

KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations

Emotion Concepts and their Function in a Large Language Model

Deep Learning for TDD and FDD Massive MIMO: Mapping Channels in Space and Frequency

Calibration of neural viscoelastic models via full-field data

Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation

Wavelet methods in statistics: Some recent developments and their applications

Code Black: Desktop-Mediated Co-Design of AR-HMD Microinteractions for Emergency Department Teamwork

Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving

GraspVLA: a Grasping Foundation Model Pre-trained on Billion-scale Synthetic Action Data

Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning

AmpleGCG: Learning a Universal and Transferable Generative Model of Adversarial Suffixes for Jailbreaking Both Open and Closed LLMs

ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning

Quaternion Convolutional Neural Networks

Light Commands: Laser-Based Audio Injection Attacks on Voice-Controllable Systems

Unpaired Deep Image Deraining Using Dual Contrastive Learning

Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better

Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data

Epona: Autoregressive Diffusion World Model for Autonomous Driving

Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild

Hunyuan3D 2.5: Towards High-Fidelity 3D Assets Generation with Ultimate Details

Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers

Skywork Open Reasoner 1 Technical Report

Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations

SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation

HypRQ-VAE: Hyperbolic Item Indexing for Long-Tail-Aware Generative Recommender Systems

SLiM: Simulating Evolution with Selection and Linkage

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Score Approximation, Estimation and Distribution Recovery of Diffusion Models on Low-Dimensional Data

InstructDiffusion: A Generalist Modeling Interface for Vision Tasks

FPCO-Dialog: A Multi-Turn False-Premise Benchmark for Correction and Cooperation in Vision-Language Models

Certified Defenses for Adversarial Patches

Hierarchical Beam Training and Codebook Design for Movable Antenna-Assisted Near-Field Systems

Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

Otter: A Provably MEV-Resilient Automated Market Maker via Surplus Redistribution

EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning

A mathematical perspective on Transformers

Implicit Gradient Regularization

DeepEyesV2: Toward Agentic Multimodal Model

Further and stronger analogy between sampling and optimization: Langevin Monte Carlo and gradient descent

FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling

Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors

VAFL: a Method of Vertical Asynchronous Federated Learning