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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12,481 to 12,540 of 20,153

Learning to Perform Physics Experiments via Deep Reinforcement Learning
Misha Denil, Pulkit Agrawal, Tejas D Kulkarni +3
stat.MLcs.AIcs.CVarXiv:1611.01843v32016
Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification from CT Images
Shaoping Hu, Yuan Gao, Zhangming Niu +9
eess.IVcs.CVcs.LGarXiv:2004.06689v12020
Contrastive Learning with Stronger Augmentations
Xiao Wang, Guo-Jun Qi
cs.CVcs.AIcs.LGarXiv:2104.07713v22021
Towards Robust Evaluations of Continual Learning
Sebastian Farquhar, Yarin Gal
stat.MLcs.LGarXiv:1805.09733v32018
Poisson noise reduction with non-local PCA
Joseph Salmon, Zachary Harmany, Charles-Alban Deledalle +1
cs.CVcs.LGstat.COarXiv:1206.0338v42012
Stolen Memories: Leveraging Model Memorization for Calibrated White-Box Membership Inference
Klas Leino, Matt Fredrikson
cs.LGcs.CRstat.MLarXiv:1906.11798v22019
Unsupervised Domain Adaptation of Object Detectors: A Survey
Poojan Oza, Vishwanath A. Sindagi, Vibashan VS +1
cs.CVcs.LGarXiv:2105.13502v22021
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors
Zuxuan Wu, Ser-Nam Lim, Larry Davis +1
cs.CVcs.CRcs.LGarXiv:1910.14667v22019
Pre-training Tasks for Embedding-based Large-scale Retrieval
Wei-Cheng Chang, Felix X. Yu, Yin-Wen Chang +2
cs.LGcs.CLcs.IRarXiv:2002.03932v12020
Temporal Cycle-Consistency Learning
Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson +2
cs.CVcs.LGarXiv:1904.07846v12019
Deep learning is effective for the classification of OCT images of normal versus Age-related Macular Degeneration
Cecilia S. Lee, Doug M. Baughman, Aaron Y. Lee
stat.MLcs.CVcs.LGarXiv:1612.04891v12016
Online Meta-Learning
Chelsea Finn, Aravind Rajeswaran, Sham Kakade +1
cs.LGcs.AIstat.MLarXiv:1902.08438v42019
Solving Mixed Integer Programs Using Neural Networks
Vinod Nair, Sergey Bartunov, Felix Gimeno +16
math.OCcs.AIcs.DMarXiv:2012.13349v32020
Unsupervised Learning from Narrated Instruction Videos
Jean-Baptiste Alayrac, Piotr Bojanowski, Nishant Agrawal +3
cs.CVcs.LGarXiv:1506.09215v42015
Image Restoration with Mean-Reverting Stochastic Differential Equations
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao +2
cs.LGcs.CVarXiv:2301.11699v32023
Discrete Flow Matching
Itai Gat, Tal Remez, Neta Shaul +5
cs.LGcs.AIarXiv:2407.15595v22024
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery
Cun Mu, Bo Huang, John Wright +1
stat.MLcs.LGarXiv:1307.5870v22013
Parting with Misconceptions about Learning-based Vehicle Motion Planning
Daniel Dauner, Marcel Hallgarten, Andreas Geiger +1
cs.ROcs.AIcs.CVarXiv:2306.07962v22023
Deep learning for smart fish farming: applications, opportunities and challenges
Xinting Yang, Song Zhang, Jintao Liu +3
cs.CVcs.LGeess.IVarXiv:2004.11848v22020
Deep learning-based transformation of the H&E stain into special stains
Kevin de Haan, Yijie Zhang, Jonathan E. Zuckerman +11
eess.IVcs.CVcs.LGarXiv:2008.08871v22020
Technical Comparative Benchmarking Study: Advanced AI Hybrid Methods for Renewable Energy Farm Optimization and Forecasting
Majid Masoumi, Asghar Dashtiy, Mohammad Dehghan +1
cs.LGarXiv:2608.26613v12026
DCEO: Direct Causal Effect Optimization for Long-Term User Value Modeling in E-commerce Search
Junzhao Zhang, Tao Zhang, Liren Yu +4
cs.LGcs.IRarXiv:2608.25635v12026
A Theory of Finite-Noise Optima and Generalization in Quantum Machine Learning
Ziyu Zhang, Zikang Jia, Xiaosong Li +1
quant-phcs.LGarXiv:2608.24229v12026
Neighbor-embedded Graph Neural Network-based Crowd Delivery Traffic Management in Smart City
Kishu Gupta, Deepika Saxena, Ashutosh Kumar Singh +1
cs.CRcs.LGarXiv:2608.22555v12026
Free-Probability Kernels for Zero-Rollout Hyperparameter Selection in Reservoir Computing
Sara Malacarne, Andrea Ceni, Claudio Gallicchio
cs.LGcs.NEstat.MLarXiv:2608.20998v12026
TH-GNN: Heterogeneous Temporal Graph Neural Networks for LLM-Agent Shilling Attack Detection
Shivam Swarup, Divya Prakash Shrivastava, Rakesh Thakur
cs.CLcs.LGarXiv:2608.20376v12026
Backward through Time, Algebraically
Konstantinos Kogkalidis
cs.LGcs.LOcs.PLarXiv:2608.17087v12026
Deep Analog: Open-Set Film Emulation with Reference-Conditioned 3D LUTs
Yitong Mu
cs.CVcs.GRcs.LGarXiv:2608.14702v12026
Dynamic Multi-Depot Vehicle Routing with Online Requests: Event-Driven Transformer--DRL and Rolling-Horizon Benchmarking
Faezeh Ardali, Gerald M. Knapp
cs.LGarXiv:2608.13799v12026
A Verifiable Search Is Not a Learnable Chain-of-Thought
Harsh Patel
cs.LGcs.AIcs.CLarXiv:2606.21884v12026
Verified Detection and Prevention of Concurrency Anomalies in Multi-Agent Large Language Model Systems
Sajjad Khan
cs.LGcs.DCcs.LOarXiv:2606.17182v12026
Reinforcement Learning-Guided Retrieval with Soft Fusion for Robust Multimodal Imitation Learning under Missing Modalities
Hassan Ismkhan, Hamid Bouchahcia
cs.ROcs.LGarXiv:2606.15514v12026
PubMed-OCR: PMC Open Access OCR Annotations
Hunter Heidenreich, Yosheb Getachew, Olivia Dinica +1
cs.CVcs.CLcs.DLarXiv:2601.11425v12026
HybridFlow: A Flexible and Efficient RLHF Framework
Guangming Sheng, Chi Zhang, Zilingfeng Ye +6
cs.LGcs.DCarXiv:2409.19256v22024
Generative Agents: Interactive Simulacra of Human Behavior
Joon Sung Park, Joseph C. O'Brien, Carrie J. Cai +3
cs.HCcs.AIcs.LGarXiv:2304.03442v22023
Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction
Yuanhui Huang, Wenzhao Zheng, Yunpeng Zhang +2
cs.CVcs.AIcs.LGarXiv:2302.07817v22023
Magic3D: High-Resolution Text-to-3D Content Creation
Chen-Hsuan Lin, Jun Gao, Luming Tang +7
cs.CVcs.GRcs.LGarXiv:2211.10440v22022
Are Transformers Effective for Time Series Forecasting?
Ailing Zeng, Muxi Chen, Lei Zhang +1
cs.AIcs.LGarXiv:2205.13504v32022
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion
Arthur Douillard, Alexandre Ramé, Guillaume Couairon +1
cs.CVcs.LGarXiv:2111.11326v32021
Skillful Precipitation Nowcasting using Deep Generative Models of Radar
Suman Ravuri, Karel Lenc, Matthew Willson +17
cs.LGarXiv:2104.00954v12021
The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games
Chao Yu, Akash Velu, Eugene Vinitsky +4
cs.LGcs.AIcs.MAarXiv:2103.01955v42021
Machine learning accelerated computational fluid dynamics
Dmitrii Kochkov, Jamie A. Smith, Ayya Alieva +3
physics.flu-dyncs.LGarXiv:2102.01010v12021
E(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials
Simon Batzner, Albert Musaelian, Lixin Sun +6
physics.comp-phcond-mat.mtrl-scics.LGarXiv:2101.03164v32021
NeRD: Neural Reflectance Decomposition from Image Collections
Mark Boss, Raphael Braun, Varun Jampani +3
cs.CVcs.GRcs.LGarXiv:2012.03918v42020
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
Hamel Husain, Ho-Hsiang Wu, Tiferet Gazit +2
cs.LGcs.IRcs.SEarXiv:1909.09436v32019
FSGAN: Subject Agnostic Face Swapping and Reenactment
Yuval Nirkin, Yosi Keller, Tal Hassner
cs.CVcs.GRcs.LGarXiv:1908.05932v12019
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object
Xue Yang, Junchi Yan, Ziming Feng +1
cs.CVcs.LGeess.IVarXiv:1908.05612v62019
Deep Generative Modeling for Mechanistic-based Learning and Design of Metamaterial Systems
Liwei Wang, Yu-Chin Chan, Faez Ahmed +3
cs.CEcs.LGstat.MLarXiv:2006.15274v22020
Model-Based Reinforcement Learning with Value-Targeted Regression
Alex Ayoub, Zeyu Jia, Csaba Szepesvari +2
cs.LGstat.MLarXiv:2006.01107v12020
3D Packing for Self-Supervised Monocular Depth Estimation
Vitor Guizilini, Rares Ambrus, Sudeep Pillai +2
cs.CVcs.LGcs.ROarXiv:1905.02693v42019
Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects
Michael A. Alcorn, Qi Li, Zhitao Gong +4
cs.CVcs.LGarXiv:1811.11553v32018
Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows
George Papamakarios, David C. Sterratt, Iain Murray
stat.MLcs.LGarXiv:1805.07226v22018
On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions
Francis Bach
cs.LGmath.NAstat.MLarXiv:1502.06800v22015
Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses
Jérôme Rony, Luiz G. Hafemann, Luiz S. Oliveira +3
cs.CVcs.CRcs.LGarXiv:1811.09600v32018
AutoML to Date and Beyond: Challenges and Opportunities
Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith +3
cs.LGcs.AIarXiv:2010.10777v42020
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference
Benoit Jacob, Skirmantas Kligys, Bo Chen +5
cs.LGstat.MLarXiv:1712.05877v12017
Imitating Human Behaviour with Diffusion Models
Tim Pearce, Tabish Rashid, Anssi Kanervisto +8
cs.AIcs.LGstat.MLarXiv:2301.10677v22023
On scientific understanding with artificial intelligence
Mario Krenn, Robert Pollice, Si Yue Guo +9
cs.CYcs.LGphysics.chem-pharXiv:2204.01467v12022
MambaOut: Do We Really Need Mamba for Vision?
Weihao Yu, Xinchao Wang
cs.CVcs.AIcs.LGarXiv:2405.07992v32024
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks
Guokun Lai, Wei-Cheng Chang, Yiming Yang +1
cs.LGarXiv:1703.07015v32017

Machine Learning

Learning to Perform Physics Experiments via Deep Reinforcement Learning

Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification from CT Images

Contrastive Learning with Stronger Augmentations

Towards Robust Evaluations of Continual Learning

Poisson noise reduction with non-local PCA

Stolen Memories: Leveraging Model Memorization for Calibrated White-Box Membership Inference

Unsupervised Domain Adaptation of Object Detectors: A Survey

Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors

Pre-training Tasks for Embedding-based Large-scale Retrieval

Temporal Cycle-Consistency Learning

Deep learning is effective for the classification of OCT images of normal versus Age-related Macular Degeneration

Online Meta-Learning

Solving Mixed Integer Programs Using Neural Networks

Unsupervised Learning from Narrated Instruction Videos

Image Restoration with Mean-Reverting Stochastic Differential Equations

Discrete Flow Matching

Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery

Parting with Misconceptions about Learning-based Vehicle Motion Planning

Deep learning for smart fish farming: applications, opportunities and challenges

Deep learning-based transformation of the H&E stain into special stains

Technical Comparative Benchmarking Study: Advanced AI Hybrid Methods for Renewable Energy Farm Optimization and Forecasting

DCEO: Direct Causal Effect Optimization for Long-Term User Value Modeling in E-commerce Search

A Theory of Finite-Noise Optima and Generalization in Quantum Machine Learning

Neighbor-embedded Graph Neural Network-based Crowd Delivery Traffic Management in Smart City

Free-Probability Kernels for Zero-Rollout Hyperparameter Selection in Reservoir Computing

TH-GNN: Heterogeneous Temporal Graph Neural Networks for LLM-Agent Shilling Attack Detection

Backward through Time, Algebraically

Deep Analog: Open-Set Film Emulation with Reference-Conditioned 3D LUTs

Dynamic Multi-Depot Vehicle Routing with Online Requests: Event-Driven Transformer--DRL and Rolling-Horizon Benchmarking

A Verifiable Search Is Not a Learnable Chain-of-Thought

Verified Detection and Prevention of Concurrency Anomalies in Multi-Agent Large Language Model Systems

Reinforcement Learning-Guided Retrieval with Soft Fusion for Robust Multimodal Imitation Learning under Missing Modalities

PubMed-OCR: PMC Open Access OCR Annotations

HybridFlow: A Flexible and Efficient RLHF Framework

Generative Agents: Interactive Simulacra of Human Behavior

Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction

Magic3D: High-Resolution Text-to-3D Content Creation

Are Transformers Effective for Time Series Forecasting?

DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion

Skillful Precipitation Nowcasting using Deep Generative Models of Radar

The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games

Machine learning accelerated computational fluid dynamics

E(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials

NeRD: Neural Reflectance Decomposition from Image Collections

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

FSGAN: Subject Agnostic Face Swapping and Reenactment

R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

Deep Generative Modeling for Mechanistic-based Learning and Design of Metamaterial Systems

Model-Based Reinforcement Learning with Value-Targeted Regression

3D Packing for Self-Supervised Monocular Depth Estimation

Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects

Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows

On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions

Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses

AutoML to Date and Beyond: Challenges and Opportunities

Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference

Imitating Human Behaviour with Diffusion Models

On scientific understanding with artificial intelligence

MambaOut: Do We Really Need Mamba for Vision?

Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks