Machine Learning

Papers filed under cs.LG on arXiv, each one already summarized by Paperlayer. 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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4,561 to 4,620 of 20,043

Tracking Slowly Moving Clairvoyant: Optimal Dynamic Regret of Online Learning with True and Noisy Gradient
Tianbao Yang, Lijun Zhang, Rong Jin +1
cs.LGmath.OCstat.MLarXiv:1605.04638v12016
MaskWAM: Unifying Mask Prompting and Prediction for World-Action Models
Hanyang Yu, Haitao Lin, Jingbo Zhang +4
cs.CVcs.LGcs.ROarXiv:2606.13515v12026
Beyond Accuracy: Measuring Bias Acknowledgment in Chain-of-Thought Reasoning for Responsible AI Evaluation
Xian Sun, Wei Gao, Yingshuo Wang +9
cs.LGarXiv:2606.15127v22026
Connecting Touch and Vision via Cross-Modal Prediction
Yunzhu Li, Jun-Yan Zhu, Russ Tedrake +1
cs.CVcs.LGcs.ROarXiv:1906.06322v12019
Subspace Robust Wasserstein Distances
François-Pierre Paty, Marco Cuturi
cs.LGstat.MLarXiv:1901.08949v52019
Scalable Graph Neural Networks via Bidirectional Propagation
Ming Chen, Zhewei Wei, Bolin Ding +4
cs.LGarXiv:2010.15421v32020
Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer
Akhilesh Sudhakar, Bhargav Upadhyay, Arjun Maheswaran
cs.CLcs.LGarXiv:1908.09368v12019
Overlearning Reveals Sensitive Attributes
Congzheng Song, Vitaly Shmatikov
cs.LGcs.NEstat.MLarXiv:1905.11742v32019
Atomix: Timely, Transactional Tool Use for Reliable Agentic Workflows
Bardia Mohammadi, Nearchos Potamitis, Lars Klein +2
cs.LGcs.AIcs.DCarXiv:2602.14849v22026
Supervised Learning with Quantum-Inspired Tensor Networks
E. Miles Stoudenmire, David J. Schwab
stat.MLcond-mat.str-elcs.LGarXiv:1605.05775v22016
NeRF2: Neural Radio-Frequency Radiance Fields
Xiaopeng Zhao, Zhenlin An, Qingrui Pan +1
cs.NIcs.LGarXiv:2305.06118v22023
Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models
Simian Luo, Chuanhao Yan, Chenxu Hu +1
cs.SDcs.CVcs.LGarXiv:2306.17203v12023
LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood
Abhinav Kumar, Tim K. Marks, Wenxuan Mou +6
cs.CVcs.LGeess.IVarXiv:2004.02980v12020
Diamond Maps: Efficient Reward Alignment via Stochastic Flow Maps
Peter Holderrieth, Douglas Chen, Luca Eyring +7
cs.LGcs.AIarXiv:2602.05993v32026
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features
Simone Palazzo, Concetto Spampinato, Isaak Kavasidis +3
cs.CVcs.LGq-bio.NCarXiv:1810.10974v22018
LEDITS++: Limitless Image Editing using Text-to-Image Models
Manuel Brack, Felix Friedrich, Katharina Kornmeier +4
cs.CVcs.AIcs.HCarXiv:2311.16711v22023
Generative Drifting is Secretly Score Matching: a Spectral and Variational Perspective
Erkan Turan, Nicolas Dufour, Maks Ovsjanikov
cs.LGarXiv:2603.09936v22026
SIMAC: A Semantic-Driven Integrated Multimodal Sensing And Communication Framework
Yubo Peng, Luping Xiang, Kun Yang +3
cs.LGcs.AIeess.SParXiv:2503.08726v12025
The Price of Fair PCA: One Extra Dimension
Samira Samadi, Uthaipon Tantipongpipat, Jamie Morgenstern +2
cs.LGstat.MLarXiv:1811.00103v12018
Linear Contextual Bandits with Knapsacks
Shipra Agrawal, Nikhil R. Devanur
cs.LGmath.OCstat.MLarXiv:1507.06738v22015
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization
Junting Pan, Siyu Chen, Mike Zheng Shou +3
cs.CVcs.LGeess.IVarXiv:2006.07976v32020
Efficient Methods for Structured Nonconvex-Nonconcave Min-Max Optimization
Jelena Diakonikolas, Constantinos Daskalakis, Michael I. Jordan
math.OCcs.DScs.LGarXiv:2011.00364v22020
Spectral bandits
Tomáš Kocák, Rémi Munos, Branislav Kveton +2
stat.MLcs.AIcs.LGarXiv:2604.25272v12026
Manifold Preserving Guided Diffusion
Yutong He, Naoki Murata, Chieh-Hsin Lai +8
cs.LGcs.AIcs.CVarXiv:2311.16424v12023
Online Learning with Feedback Graphs: Beyond Bandits
Noga Alon, Nicolò Cesa-Bianchi, Ofer Dekel +1
cs.LGarXiv:1502.07617v12015
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation
Alexandros Karargyris, Renato Umeton, Micah J. Sheller +39
cs.LGcs.DCcs.PFarXiv:2110.01406v32021
Rethinking Membership Inference Attacks Against Transfer Learning
Cong Wu, Jing Chen, Qianru Fang +6
cs.CRcs.LGarXiv:2501.11577v12025
Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art
Tanujit Chakraborty, Ujjwal Reddy K S, Shraddha M. Naik +2
cs.LGcs.CVarXiv:2308.16316v12023
Multi-Head Self Attention is a Parameter Identification Mechanism
W. Ross Morrow
cs.LGstat.MLarXiv:2609.01231v12026
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence
Yifei Shen, Jiawei Shao, Xinjie Zhang +5
cs.ITcs.LGcs.NIarXiv:2307.02779v32023
Rethinking the Design Space of Reinforcement Learning for Diffusion Models: On the Importance of Likelihood Estimation Beyond Loss Design
Jaemoo Choi, Yuchen Zhu, Wei Guo +6
cs.LGcs.AIarXiv:2602.04663v22026
OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use
Xueyu Hu, Tao Xiong, Biao Yi +26
cs.AIcs.CLcs.CVarXiv:2508.04482v12025
Human Activity Recognition Using Tools of Convolutional Neural Networks: A State of the Art Review, Data Sets, Challenges and Future Prospects
Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray +1
eess.SPcs.CVcs.LGarXiv:2202.03274v12022
Multimodal learning with graphs
Yasha Ektefaie, George Dasoulas, Ayush Noori +2
cs.LGcs.AIarXiv:2209.03299v62022
CFDNet: a deep learning-based accelerator for fluid simulations
Octavi Obiols-Sales, Abhinav Vishnu, Nicholas Malaya +1
physics.flu-dyncs.LGphysics.comp-pharXiv:2005.04485v12020
Variable Selection for Feature-Based Newsvendor
Zhaoliang Yuan, Jie Wang
stat.MLcs.LGarXiv:2609.01544v12026
ZipMap: Linear-Time Stateful 3D Reconstruction via Test-Time Training
Haian Jin, Rundi Wu, Tianyuan Zhang +4
cs.CVcs.AIcs.LGarXiv:2603.04385v32026
The Optimal Sample Complexity of Multiclass and List Learning
Chirag Pabbaraju
cs.LGstat.MLarXiv:2604.24749v42026
Replicating TRACE: A Practitioner's Guide to Its Threshold and Particle Budget
Alex Chadyuk, Alicia Zhang, Roy Kucukates
cs.LGarXiv:2609.01108v12026
Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems
Kevin Linka, Amelie Schafer, Xuhui Meng +3
cs.LGmath.DSnlin.CDarXiv:2205.08304v22022
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI
Jiangchao Yao, Shengyu Zhang, Yang Yao +15
cs.LGcs.AIarXiv:2111.06061v32021
Summaries:한국어
MuonEq: Balancing Before Orthogonalization with Lightweight Equilibration
Da Chang, Qiankun Shi, Lvgang Zhang +5
cs.LGstat.MLarXiv:2603.28254v22026
A Deep Learning Interpretable Classifier for Diabetic Retinopathy Disease Grading
Jordi de la Torre, Aida Valls, Domenec Puig
cs.LGcs.CVstat.MLarXiv:1712.08107v12017
ES-AHD: An Evolution Strategy Framework for Automatic Heuristic Design
Yutao Lai, Kezhao Lai, Hai-Lin Liu +2
cs.NEcs.LGarXiv:2609.00023v12026
Learning to Generalize Across Long-Horizon Tasks from Human Demonstrations
Ajay Mandlekar, Danfei Xu, Roberto Martín-Martín +2
cs.ROcs.AIcs.LGarXiv:2003.06085v22020
Transfer Learning in Physics-Informed Neural Networks: Full Fine-Tuning, Lightweight Fine-Tuning, and Low-Rank Adaptation
Yizheng Wang, Jinshuai Bai, Mohammad Sadegh Eshaghi +4
cs.LGarXiv:2502.00782v12025
Explore More, Drift Less: Outcome-Only Reinforcement Learning Can Suffice for Long-Horizon Interactive Agents
Liming Pu, Xiaoxia Li, Yifu Liu +2
cs.LGcs.AIarXiv:2609.01245v12026
HumanEgo: Zero-Shot Robot Learning from Minutes of Human Egocentric Videos
Zhi Wang, Botao He, Kelin Yu +4
cs.ROcs.AIcs.CVarXiv:2605.24934v22026
REFACTOR-VLA: Unsupervised Library Learning of Typed Motor Programs
Riyaaz Shaik, Chandru Venkataraman
cs.LGcs.AIcs.ROarXiv:2609.01215v12026
RTFN: A Robust Temporal Feature Network for Time Series Classification
Zhiwen Xiao, Xin Xu, Huanlai Xing +3
cs.LGarXiv:2011.11829v22020
HarnessEvolve: Learning from Reference Trajectories for Reliable Agent Self-Evolution
Wen Jiang, Mingmin Chu, Yimeng Tian +6
cs.LGcs.AIarXiv:2609.00829v12026
RIS Enhanced Massive Non-orthogonal Multiple Access Networks: Deployment and Passive Beamforming Design
Xiao Liu, Yuanwei Liu, Yue Chen +1
eess.SPcs.LGarXiv:2001.10363v12020
SafetyRepro: Configuration-Conditional Rank Instability on Alignment Benchmarks
Yanhang Li, Zhichao Fan, Zexin Zhuang
cs.LGarXiv:2605.25492v12026
Symmetry in language statistics shapes the geometry of model representations
Dhruva Karkada, Daniel J. Korchinski, Andres Nava +2
cs.LGcond-mat.dis-nncs.CLarXiv:2602.15029v32026
Algorithmic Fairness in Education
René F. Kizilcec, Hansol Lee
cs.CYcs.AIcs.LGarXiv:2007.05443v32020
Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit
Tiankuang Zhou, Xing Lin, Jiamin Wu +7
eess.IVcs.LGcs.NEarXiv:2008.11659v12020
Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games
Peng Peng, Ying Wen, Yaodong Yang +4
cs.AIcs.LGarXiv:1703.10069v42017
Comparing Different Deep Learning Architectures for Classification of Chest Radiographs
Keno K. Bressem, Lisa Adams, Christoph Erxleben +3
cs.LGcs.CVeess.IVarXiv:2002.08991v12020
FlashVID: Efficient Video Large Language Models via Training-free Tree-based Spatiotemporal Token Merging
Ziyang Fan, Keyu Chen, Ruilong Xing +3
cs.CVcs.AIcs.CLarXiv:2602.08024v12026
Multi-modal Time Series Analysis: A Tutorial and Survey
Yushan Jiang, Kanghui Ning, Zijie Pan +7
cs.LGarXiv:2503.13709v12025

Machine Learning

Tracking Slowly Moving Clairvoyant: Optimal Dynamic Regret of Online Learning with True and Noisy Gradient

MaskWAM: Unifying Mask Prompting and Prediction for World-Action Models

Beyond Accuracy: Measuring Bias Acknowledgment in Chain-of-Thought Reasoning for Responsible AI Evaluation

Connecting Touch and Vision via Cross-Modal Prediction

Subspace Robust Wasserstein Distances

Scalable Graph Neural Networks via Bidirectional Propagation

Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer

Overlearning Reveals Sensitive Attributes

Atomix: Timely, Transactional Tool Use for Reliable Agentic Workflows

Supervised Learning with Quantum-Inspired Tensor Networks

NeRF2: Neural Radio-Frequency Radiance Fields

Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models

LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood

Diamond Maps: Efficient Reward Alignment via Stochastic Flow Maps

Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features

LEDITS++: Limitless Image Editing using Text-to-Image Models

Generative Drifting is Secretly Score Matching: a Spectral and Variational Perspective

SIMAC: A Semantic-Driven Integrated Multimodal Sensing And Communication Framework

The Price of Fair PCA: One Extra Dimension

Linear Contextual Bandits with Knapsacks

Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization

Efficient Methods for Structured Nonconvex-Nonconcave Min-Max Optimization

Spectral bandits

Manifold Preserving Guided Diffusion

Online Learning with Feedback Graphs: Beyond Bandits

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation

Rethinking Membership Inference Attacks Against Transfer Learning

Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art

Multi-Head Self Attention is a Parameter Identification Mechanism

Large Language Models Empowered Autonomous Edge AI for Connected Intelligence

Rethinking the Design Space of Reinforcement Learning for Diffusion Models: On the Importance of Likelihood Estimation Beyond Loss Design

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use

Human Activity Recognition Using Tools of Convolutional Neural Networks: A State of the Art Review, Data Sets, Challenges and Future Prospects

Multimodal learning with graphs

CFDNet: a deep learning-based accelerator for fluid simulations

Variable Selection for Feature-Based Newsvendor

ZipMap: Linear-Time Stateful 3D Reconstruction via Test-Time Training

The Optimal Sample Complexity of Multiclass and List Learning

Replicating TRACE: A Practitioner's Guide to Its Threshold and Particle Budget

Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems

Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI

MuonEq: Balancing Before Orthogonalization with Lightweight Equilibration

A Deep Learning Interpretable Classifier for Diabetic Retinopathy Disease Grading

ES-AHD: An Evolution Strategy Framework for Automatic Heuristic Design

Learning to Generalize Across Long-Horizon Tasks from Human Demonstrations

Transfer Learning in Physics-Informed Neural Networks: Full Fine-Tuning, Lightweight Fine-Tuning, and Low-Rank Adaptation

Explore More, Drift Less: Outcome-Only Reinforcement Learning Can Suffice for Long-Horizon Interactive Agents

HumanEgo: Zero-Shot Robot Learning from Minutes of Human Egocentric Videos

REFACTOR-VLA: Unsupervised Library Learning of Typed Motor Programs

RTFN: A Robust Temporal Feature Network for Time Series Classification

HarnessEvolve: Learning from Reference Trajectories for Reliable Agent Self-Evolution

RIS Enhanced Massive Non-orthogonal Multiple Access Networks: Deployment and Passive Beamforming Design

SafetyRepro: Configuration-Conditional Rank Instability on Alignment Benchmarks

Symmetry in language statistics shapes the geometry of model representations

Algorithmic Fairness in Education

Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit

Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games

Comparing Different Deep Learning Architectures for Classification of Chest Radiographs

FlashVID: Efficient Video Large Language Models via Training-free Tree-based Spatiotemporal Token Merging

Multi-modal Time Series Analysis: A Tutorial and Survey