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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31,921 to 31,980 of 32,946

Building Damage Detection in Satellite Imagery Using Convolutional Neural Networks
Joseph Z. Xu, Wenhan Lu, Zebo Li +2
cs.CVcs.LGeess.IVarXiv:1910.06444v12019
A Comprehensive Survey of Regression Based Loss Functions for Time Series Forecasting
Aryan Jadon, Avinash Patil, Shruti Jadon
cs.LGcs.AIarXiv:2211.02989v12022
A Survey on Contextual Embeddings
Qi Liu, Matt J. Kusner, Phil Blunsom
cs.CLcs.AIcs.LGarXiv:2003.07278v22020
A Deep Framework for Cross-Domain and Cross-System Recommendations
Feng Zhu, Yan Wang, Chaochao Chen +3
cs.LGcs.AIarXiv:2009.06215v12020
Pythia: AI-assisted Code Completion System
Alexey Svyatkovskiy, Ying Zhao, Shengyu Fu +1
cs.SEcs.LGarXiv:1912.00742v12019
Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking
Saurabh Sharma, Pavan Teja Varigonda, Prashast Bindal +2
cs.CVcs.LGarXiv:1904.01324v22019
RadarScenes: A Real-World Radar Point Cloud Data Set for Automotive Applications
Ole Schumann, Markus Hahn, Nicolas Scheiner +4
cs.LGarXiv:2104.02493v22021
N2N Learning: Network to Network Compression via Policy Gradient Reinforcement Learning
Anubhav Ashok, Nicholas Rhinehart, Fares Beainy +1
cs.LGstat.MLarXiv:1709.06030v22017
ImageBind-LLM: Multi-modality Instruction Tuning
Jiaming Han, Renrui Zhang, Wenqi Shao +14
cs.MMcs.CLcs.CVarXiv:2309.03905v22023
Population Health-Based Machine Learning Reveals Associations Between Psychosocial Factors and Chronic Kidney Disease
Md. Atik Shams, David Eisenberg, Sumaiya Fatema +12
cs.LGarXiv:2608.17174v12026
Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference
Pol G. Recasens, Ferran Agullo, Yue Zhu +5
cs.DCcs.LGarXiv:2503.08311v22025
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
Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models
Simian Luo, Chuanhao Yan, Chenxu Hu +1
cs.SDcs.CVcs.LGarXiv:2306.17203v12023
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
Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit
Tiankuang Zhou, Xing Lin, Jiamin Wu +7
eess.IVcs.LGcs.NEarXiv:2008.11659v12020
Comparing Different Deep Learning Architectures for Classification of Chest Radiographs
Keno K. Bressem, Lisa Adams, Christoph Erxleben +3
cs.LGcs.CVeess.IVarXiv:2002.08991v12020
FiLM-GPNet: Geometry-Aware Pseudo-Supervised Phase Restoration with Zero-Shot Generalization for Large Temporal InSAR Stacks
Getnet Demil, Muhammad Farhan Humayun, Tomi Westerlund +2
cs.CVcs.LGarXiv:2608.29384v12026
Subtraction-Based Tumor Segmentation and Lesion-Centered pCR Prediction for the MAMA-MIA Challenge
Kai Geissler, Raphael Schäfer
cs.CVcs.AIcs.LGarXiv:2608.29162v12026
LLMs Gaming Verifiers: RLVR can Lead to Reward Hacking
Lukas Helff, Quentin Delfosse, David Steinmann +6
cs.LGcs.AIarXiv:2604.15149v12026
FaceQnet: Quality Assessment for Face Recognition based on Deep Learning
Javier Hernandez-Ortega, Javier Galbally, Julian Fierrez +2
cs.CVcs.LGeess.IVarXiv:1904.01740v22019
Deep Reinforcement Learning for Autonomous Driving
Sen Wang, Daoyuan Jia, Xinshuo Weng
cs.CVcs.LGcs.ROarXiv:1811.11329v32018
Deep learning at the shallow end: Malware classification for non-domain experts
Quan Le, Oisín Boydell, Brian Mac Namee +1
cs.CRcs.AIcs.LGarXiv:1807.08265v12018
A Comprehensive Review of Multi-Agent Reinforcement Learning in Video Games
Zhengyang Li, Qijin Ji, Xinghong Ling +1
cs.LGarXiv:2509.03682v12025
OCTID: Optical Coherence Tomography Image Database
Peyman Gholami, Priyanka Roy, Mohana Kuppuswamy Parthasarathy +1
cs.CVcs.LGarXiv:1812.07056v22018
UAV-VLA: Vision-Language-Action System for Large Scale Aerial Mission Generation
Oleg Sautenkov, Yasheerah Yaqoot, Artem Lykov +7
cs.ROcs.AIcs.CVarXiv:2501.05014v22025
Trajectory Prediction for Autonomous Driving: Progress, Limitations, and Future Directions
Nadya Abdel Madjid, Abdulrahman Ahmad, Murad Mebrahtu +7
cs.ROcs.AIcs.CVarXiv:2503.03262v32025
An Open-Source, Event-Driven Pipeline for Cryptocurrency Market Data: Ingestion, Forecasting, and On-Chain Fraud Detection
Basil Sajid Shaikh, Melrick Mascarenhas, Nuzhat Faiz Shaikh
cs.AIcs.LGarXiv:2608.29973v12026
EDGE: Engine for Deterministic Graph Evaluation through Conversation Simulation from Graph Structured DSL Configuration
Ram Kulathumani, Regunathan Radhakrishnan, Anupam Tripathi +5
cs.AIcs.LGarXiv:2608.29971v12026
End-to-End Deep Reinforcement Learning for Lane Keeping Assist
Ahmad El Sallab, Mohammed Abdou, Etienne Perot +1
stat.MLcs.LGcs.ROarXiv:1612.04340v12016
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method
Katja Berger, Jochem Verrelst, Jean-Baptiste Féret +4
q-bio.QMcs.LGarXiv:2012.05043v12020
Sim-and-Real Co-Training: A Simple Recipe for Vision-Based Robotic Manipulation
Abhiram Maddukuri, Zhenyu Jiang, Lawrence Yunliang Chen +12
cs.ROcs.AIcs.LGarXiv:2503.24361v22025
Continual Learning via Neural Pruning
Siavash Golkar, Michael Kagan, Kyunghyun Cho
cs.LGcs.NEq-bio.NCarXiv:1903.04476v12019
E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction
Jinyin Chen, Jian Zhang, Xuanheng Xu +4
cs.SIcs.LGarXiv:1902.08329v12019
Explanations, Prompts, and Formalizations: Arguments for New Norms in LLM-Enabled Mathematical Research
Axel Boldt
math.HOcs.LGarXiv:2608.29401v12026
Toward Postural State Classification in Immersive VR with Multimodal Data and Explainability Analysis
Nipa Anjum, Md Irfan Pavel, Robert Gonzalez +4
cs.HCcs.AIcs.LGarXiv:2608.28844v12026
Do Massively Pretrained Language Models Make Better Storytellers?
Abigail See, Aneesh Pappu, Rohun Saxena +2
cs.CLcs.AIcs.LGarXiv:1909.10705v12019
Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation
Po-Sen Huang, Robert Stanforth, Johannes Welbl +5
cs.CLcs.CRcs.LGarXiv:1909.01492v22019
Mutation-Guided LLM-based Test Generation at Meta
Christopher Foster, Abhishek Gulati, Mark Harman +5
cs.SEcs.AIcs.LGarXiv:2501.12862v12025
Error Detection for PET/CT Radiology Reports: Domain-Specific vs Large Language Models
Hermione Warr, Harry Anthony, Lilli J Freischem +3
cs.LGcs.AIarXiv:2608.30021v12026
On the Instance Hardness as a Decision Criterion in TinyML Systems
Tobiasz Puslecki, Krzysztof Walkowiak
cs.AIcs.LGarXiv:2608.29913v12026
Adversarial Attacks on Machine Learning Cybersecurity Defences in Industrial Control Systems
Eirini Anthi, Lowri Williams, Matilda Rhode +2
cs.LGcs.CReess.SParXiv:2004.05005v12020
MedCache: Efficient and Temporally Valid Memory for Longitudinal Clinical Agents
Hei Ting, Chan, Chenwei Wu +5
cs.LGcs.DCcs.MAarXiv:2608.29528v12026
LEMUR 2: Unlocking Neural Network Diversity for AI
Tolgay Atinc Uzun, Waleed Khalid, Saif U Din +17
cs.LGcs.CVarXiv:2607.06839v12026
LSHTC: A Benchmark for Large-Scale Text Classification
Ioannis Partalas, Aris Kosmopoulos, Nicolas Baskiotis +6
cs.IRcs.CLcs.LGarXiv:1503.08581v12015
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
Zihan Qiu, Zeyu Huang, Bo Zheng +7
cs.LGcs.CLarXiv:2501.11873v22025
Physiological Information Reliability: Cross-Layer Adaptive Resource Allocation for Cardiovascular Sensing
Navaneeth Krishnan Kamalakannan, Janakiraman Kamalakannan, Harinisri Velmurugan
eess.SPcs.LGcs.NIarXiv:2609.00435v12026
Maize Yield and Nitrate Loss Prediction with Machine Learning Algorithms
Mohsen Shahhosseini, Rafael A. Martinez-Feria, Guiping Hu +1
q-bio.OTcs.LGstat.AParXiv:1908.06746v52019
Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition
Li-Wei Chen, Alexander Rudnicky
eess.AScs.CLcs.LGarXiv:2110.06309v32021
Overfitting Mechanism and Avoidance in Deep Neural Networks
Shaeke Salman, Xiuwen Liu
cs.LGcs.NEstat.MLarXiv:1901.06566v12019
Detection of Coronavirus (COVID-19) Associated Pneumonia based on Generative Adversarial Networks and a Fine-Tuned Deep Transfer Learning Model using Chest X-ray Dataset
Nour Eldeen M. Khalifa, Mohamed Hamed N. Taha, Aboul Ella Hassanien +1
eess.IVcs.CVcs.LGarXiv:2004.01184v12020
NVIDIA FLARE: Federated Learning from Simulation to Real-World
Holger R. Roth, Yan Cheng, Yuhong Wen +20
cs.LGcs.AIcs.CVarXiv:2210.13291v32022
Astra: A Multi-Agent System for GPU Kernel Performance Optimization
Anjiang Wei, Tianran Sun, Yogesh Seenichamy +5
cs.DCcs.AIcs.CLarXiv:2509.07506v22025
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
Zhibin Lan, Liqiang Niu, Fandong Meng +2
cs.CVcs.AIcs.CLarXiv:2503.04812v22025
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data
Felipe Petroski Such, Aditya Rawal, Joel Lehman +2
cs.LGstat.MLarXiv:1912.07768v12019
Unsupervised Learning by Competing Hidden Units
Dmitry Krotov, John Hopfield
cs.LGcs.CVcs.NEarXiv:1806.10181v22018
Are Reasoning Models More Prone to Hallucination?
Zijun Yao, Yantao Liu, Yanxu Chen +5
cs.CLcs.LGarXiv:2505.23646v12025
Generative Pre-Training for Speech with Autoregressive Predictive Coding
Yu-An Chung, James Glass
eess.AScs.CLcs.LGarXiv:1910.12607v22019
Blink: Fast and Generic Collectives for Distributed ML
Guanhua Wang, Shivaram Venkataraman, Amar Phanishayee +3
cs.DCcs.LGarXiv:1910.04940v12019
Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model
Jiarui Jin, Haoyu Wang, Hongyan Li +3
cs.LGcs.AIarXiv:2502.10707v12025
Flow Navigation by Smart Microswimmers via Reinforcement Learning
Simona Colabrese, Kristian Gustavsson, Antonio Celani +1
physics.flu-dyncond-mat.stat-mechcs.LGarXiv:1701.08848v32017

Machine Learning

Building Damage Detection in Satellite Imagery Using Convolutional Neural Networks

A Comprehensive Survey of Regression Based Loss Functions for Time Series Forecasting

A Survey on Contextual Embeddings

A Deep Framework for Cross-Domain and Cross-System Recommendations

Pythia: AI-assisted Code Completion System

Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking

RadarScenes: A Real-World Radar Point Cloud Data Set for Automotive Applications

N2N Learning: Network to Network Compression via Policy Gradient Reinforcement Learning

ImageBind-LLM: Multi-modality Instruction Tuning

Population Health-Based Machine Learning Reveals Associations Between Psychosocial Factors and Chronic Kidney Disease

Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference

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

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

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

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

Comparing Different Deep Learning Architectures for Classification of Chest Radiographs

FiLM-GPNet: Geometry-Aware Pseudo-Supervised Phase Restoration with Zero-Shot Generalization for Large Temporal InSAR Stacks

Subtraction-Based Tumor Segmentation and Lesion-Centered pCR Prediction for the MAMA-MIA Challenge

LLMs Gaming Verifiers: RLVR can Lead to Reward Hacking

FaceQnet: Quality Assessment for Face Recognition based on Deep Learning

Deep Reinforcement Learning for Autonomous Driving

Deep learning at the shallow end: Malware classification for non-domain experts

A Comprehensive Review of Multi-Agent Reinforcement Learning in Video Games

OCTID: Optical Coherence Tomography Image Database

UAV-VLA: Vision-Language-Action System for Large Scale Aerial Mission Generation

Trajectory Prediction for Autonomous Driving: Progress, Limitations, and Future Directions

An Open-Source, Event-Driven Pipeline for Cryptocurrency Market Data: Ingestion, Forecasting, and On-Chain Fraud Detection

EDGE: Engine for Deterministic Graph Evaluation through Conversation Simulation from Graph Structured DSL Configuration

End-to-End Deep Reinforcement Learning for Lane Keeping Assist

Retrieval of aboveground crop nitrogen content with a hybrid machine learning method

Sim-and-Real Co-Training: A Simple Recipe for Vision-Based Robotic Manipulation

Continual Learning via Neural Pruning

E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction

Explanations, Prompts, and Formalizations: Arguments for New Norms in LLM-Enabled Mathematical Research

Toward Postural State Classification in Immersive VR with Multimodal Data and Explainability Analysis

Do Massively Pretrained Language Models Make Better Storytellers?

Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation

Mutation-Guided LLM-based Test Generation at Meta

Error Detection for PET/CT Radiology Reports: Domain-Specific vs Large Language Models

On the Instance Hardness as a Decision Criterion in TinyML Systems

Adversarial Attacks on Machine Learning Cybersecurity Defences in Industrial Control Systems

MedCache: Efficient and Temporally Valid Memory for Longitudinal Clinical Agents

LEMUR 2: Unlocking Neural Network Diversity for AI

LSHTC: A Benchmark for Large-Scale Text Classification

Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models

Physiological Information Reliability: Cross-Layer Adaptive Resource Allocation for Cardiovascular Sensing

Maize Yield and Nitrate Loss Prediction with Machine Learning Algorithms

Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition

Overfitting Mechanism and Avoidance in Deep Neural Networks

Detection of Coronavirus (COVID-19) Associated Pneumonia based on Generative Adversarial Networks and a Fine-Tuned Deep Transfer Learning Model using Chest X-ray Dataset

NVIDIA FLARE: Federated Learning from Simulation to Real-World

Astra: A Multi-Agent System for GPU Kernel Performance Optimization

LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning

Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data

Unsupervised Learning by Competing Hidden Units

Are Reasoning Models More Prone to Hallucination?

Generative Pre-Training for Speech with Autoregressive Predictive Coding

Blink: Fast and Generic Collectives for Distributed ML

Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model

Flow Navigation by Smart Microswimmers via Reinforcement Learning