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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31,861 to 31,920 of 32,987

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System
Zhi-Hong Deng, Ling Huang, Chang-Dong Wang +2
cs.LGcs.IRstat.MLarXiv:1901.04704v12019
ZetaDial: dialing net charge of protein binders at inference time for therapeutic developability
Mohammed Sameer Syed, Tamara Dinneen
q-bio.BMcs.LGarXiv:2609.05451v12026
SoundStorm: Efficient Parallel Audio Generation
Zalán Borsos, Matt Sharifi, Damien Vincent +3
cs.SDcs.LGeess.ASarXiv:2305.09636v12023
Dialog State Tracking: A Neural Reading Comprehension Approach
Shuyang Gao, Abhishek Sethi, Sanchit Agarwal +2
cs.CLcs.LGarXiv:1908.01946v32019
Fruit Ripeness Classification: a Survey
Matteo Rizzo, Matteo Marcuzzo, Alessandro Zangari +2
cs.CVcs.LGarXiv:2212.14441v32022
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting
Xu Sun, Xuancheng Ren, Shuming Ma +1
cs.LGcs.AIcs.CLarXiv:1706.06197v52017
Sales Demand Forecast in E-commerce using a Long Short-Term Memory Neural Network Methodology
Kasun Bandara, Peibei Shi, Christoph Bergmeir +3
cs.LGstat.MLarXiv:1901.04028v22019
On Robustness of Neural Ordinary Differential Equations
Hanshu Yan, Jiawei Du, Vincent Y. F. Tan +1
cs.LGstat.MLarXiv:1910.05513v42019
ARC-Bench: Closed-Loop Replanning Masks Broken Action Ranking in Frozen JEPA World Models
Zhengshu Zhang, Zhiyuan Li
cs.AIcs.LGcs.ROarXiv:2609.05461v12026
A survey on intrinsic motivation in reinforcement learning
Arthur Aubret, Laetitia Matignon, Salima Hassas
cs.LGcs.AIarXiv:1908.06976v22019
Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing
Sarah Wiegreffe, Ana Marasović
cs.CLcs.AIcs.LGarXiv:2102.12060v42021
Twin Contrastive Learning for Online Clustering
Yunfan Li, Mouxing Yang, Dezhong Peng +3
cs.LGarXiv:2210.11680v12022
Sequential Beats Joint: On the Interplay between On-Policy Distillation and RLVR
Boyan Li, Bingsen Chen, Chenghao Yang +3
cs.CLcs.AIcs.LGarXiv:2609.04108v22026
A Low-Cost, Open Platform for End-to-End Autonomous Driving on a Miniature Ackermann Vehicle
Gustavo Claudio Karl Couto, Eric Aislan Antonelo, Gabriel George Zipperer
cs.LGcs.AIcs.ROarXiv:2609.04147v12026
Influence of Extruded Filament Shape on Buildability in 3D Concrete Printing: A Geometry-Informed Deep Learning-FEM Approach
Giacomo Rizzieri, Saif-Ur-Rehman, Jörg F. Unger +1
cs.CEcs.AIcs.LGarXiv:2609.04028v12026
KoDF: A Large-scale Korean DeepFake Detection Dataset
Patrick Kwon, Jaeseong You, Gyuhyeon Nam +2
cs.CVcs.LGarXiv:2103.10094v22021
Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces
Wen Zhang, Dongrui Wu
cs.HCcs.LGarXiv:1910.05878v22019
Continuously Differentiable Exponential Linear Units
Jonathan T. Barron
cs.LGarXiv:1704.07483v12017
RARF: Region-Aware Rectified Flows for 3D Brain MRI Inpainting
Tomas Guija-Valiente, Blanca Rodriguez-Gonzalez, Norberto Malpica +1
cs.CVcs.AIcs.LGarXiv:2609.03956v12026
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases
Donghan Yu, Sheng Zhang, Patrick Ng +7
cs.CLcs.AIcs.LGarXiv:2210.00063v22022
Broadcasted Residual Learning for Efficient Keyword Spotting
Byeonggeun Kim, Simyung Chang, Jinkyu Lee +1
cs.SDcs.LGeess.ASarXiv:2106.04140v42021
Causal-learn: Causal Discovery in Python
Yujia Zheng, Biwei Huang, Wei Chen +6
cs.LGstat.MEstat.MLarXiv:2307.16405v12023
Toward Physically Grounded JEPA World Models for Goal-Conditioned Robotic Planning
Muyuan Liu, Yue Huang, Zheng Liang +1
cs.ROcs.AIcs.LGarXiv:2609.03565v12026
Tree species mapping in Denmark: A comparison of spectral-temporal features with geospatial foundation model embeddings
Alkiviadis Koukos, Spyros Kondylatos, Thomas Nord-Larsen +3
cs.CVcs.AIcs.LGarXiv:2609.03480v22026
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries
Qianjiang Hu, Xiao Wang, Wei Hu +1
cs.LGcs.AIcs.CVarXiv:2011.08435v52020
Fashion-Gen: The Generative Fashion Dataset and Challenge
Negar Rostamzadeh, Seyedarian Hosseini, Thomas Boquet +4
stat.MLcs.LGarXiv:1806.08317v22018
Music Generation by Deep Learning - Challenges and Directions
Jean-Pierre Briot, François Pachet
cs.SDcs.LGeess.ASarXiv:1712.04371v22017
Android in the Zoo: Chain-of-Action-Thought for GUI Agents
Jiwen Zhang, Jihao Wu, Yihua Teng +5
cs.CLcs.CVcs.HCarXiv:2403.02713v22024
Privacy Failure in Split-LLM Training, The Returned Gradient Nullifies the Decoys
Georgios Politis, Evangelos Pappas
cs.CRcs.DCcs.LGarXiv:2609.04382v12026
A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models
Pranab Sahoo, Prabhash Meharia, Akash Ghosh +3
cs.LGcs.AIcs.CLarXiv:2405.09589v42024
Artificial Intelligence for Drug Discovery: Are We There Yet?
Catrin Hasselgren, Tudor I. Oprea
cs.AIcs.LGq-bio.QMarXiv:2307.06521v12023
Semantic Bayesian World Models
Tommaso Soru
cs.AIcs.DBcs.LGarXiv:2609.03834v12026
Quantum State Tomography with Conditional Generative Adversarial Networks
Shahnawaz Ahmed, Carlos Sánchez Muñoz, Franco Nori +1
quant-phcs.LGarXiv:2008.03240v22020
Very Deep Self-Attention Networks for End-to-End Speech Recognition
Ngoc-Quan Pham, Thai-Son Nguyen, Jan Niehues +3
cs.CLcs.LGcs.SDarXiv:1904.13377v22019
Stress Detection Using Wearable Physiological and Sociometric Sensors
Oscar Martinez Mozos, Virginia Sandulescu, Sally Andrews +4
cs.LGeess.SParXiv:2604.12746v12026
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
Zhuowan Li, Cheng Li, Mingyang Zhang +2
cs.CLcs.AIcs.LGarXiv:2407.16833v22024
How to avoid machine learning pitfalls: a guide for academic researchers
Michael A. Lones
cs.LGarXiv:2108.02497v52021
Hidden Fluid Mechanics: A Navier-Stokes Informed Deep Learning Framework for Assimilating Flow Visualization Data
Maziar Raissi, Alireza Yazdani, George Em Karniadakis
cs.CEcs.LGphysics.flu-dynarXiv:1808.04327v12018
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges
Dimitrios Kollias, Panagiotis Tzirakis, Alice Baird +2
cs.CVcs.LGarXiv:2303.01498v32023
MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features
Shakti N. Wadekar, Abhishek Chaurasia
cs.CVcs.AIcs.LGarXiv:2209.15159v22022
On Attention Models for Human Activity Recognition
Vishvak S Murahari, Thomas Ploetz
cs.CVcs.AIcs.LGarXiv:1805.07648v12018
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images
Aleksandar Vakanski, Min Xian, Phoebe Freer
eess.IVcs.LGstat.MLarXiv:1910.08978v22019
Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data
Ethan Steinberg, Ken Jung, Jason A. Fries +3
cs.CLcs.LGstat.MLarXiv:2001.05295v22020
sense2vec - A Fast and Accurate Method for Word Sense Disambiguation In Neural Word Embeddings
Andrew Trask, Phil Michalak, John Liu
cs.CLcs.LGarXiv:1511.06388v12015
MLPACK: A Scalable C++ Machine Learning Library
Ryan R. Curtin, James R. Cline, N. P. Slagle +4
cs.MScs.CVcs.LGarXiv:1210.6293v12012
Membership Inference Attacks by Exploiting Loss Trajectory
Yiyong Liu, Zhengyu Zhao, Michael Backes +1
cs.CRcs.LGarXiv:2208.14933v12022
An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image Classification
Abien Fred Agarap
cs.CVcs.LGcs.NEarXiv:1712.03541v22017
Audio Spectrogram Representations for Processing with Convolutional Neural Networks
L. Wyse
cs.SDcs.LGcs.MMarXiv:1706.09559v12017
High Accuracy Android Malware Detection Using Ensemble Learning
Suleiman Y. Yerima, Sakir Sezer, Igor Muttik
cs.CRcs.LGarXiv:1608.00835v12016
Detecting and interpreting myocardial infarction using fully convolutional neural networks
Nils Strodthoff, Claas Strodthoff
cs.CYcs.LGstat.MLarXiv:1806.07385v22018
Few-Shot Learning with Localization in Realistic Settings
Davis Wertheimer, Bharath Hariharan
cs.CVcs.AIcs.LGarXiv:1904.08502v22019
From Brute Force to Semantic Insight: Performance-Guided Data Transformation Design with LLMs
Usha Shrestha, Dmitry Ignatov, Radu Timofte
cs.CVcs.LGarXiv:2601.03808v22026
Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing
Ioannis Kakogeorgiou, Konstantinos Karantzalos
cs.LGcs.CVarXiv:2104.01375v22021
Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies
Feng Xie, Han Yuan, Yilin Ning +5
cs.LGarXiv:2107.09951v12021
Pneumonia Detection on chest X-ray images Using Ensemble of Deep Convolutional Neural Networks
Alhassan Mabrouk, Rebeca P. Díaz Redondo, Abdelghani Dahou +2
eess.IVcs.CVcs.LGarXiv:2312.07965v12023
Same Request, Different Answer: Quantization Amplifies Cache-Induced Divergence in LLM Serving
Aditi Patodiya
cs.SEcs.DCcs.LGarXiv:2609.04748v12026
Impact of Data Loss in Postprocessing on Training and Inference of Quantum Neural Networks
Soraya V. Panambalom, Edoardo Altamura, Nick Chancellor +1
quant-phcs.ETcs.LGarXiv:2609.05060v12026
Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks
Zhenguo Nie, Haoliang Jiang, Levent Burak Kara
cs.LGstat.MLarXiv:1808.08914v32018
Learning from VAE Errors to support ECG-based Differential Diagnosis of Myocardial Scar
Shayan Sharifi, Riccardo Treu, Ilaria Gandin +3
cs.LGstat.MLarXiv:2609.05294v12026
Data-driven Flood Emulation: Speeding up Urban Flood Predictions by Deep Convolutional Neural Networks
Zifeng Guo, Joao P. Leitao, Nuno E. Simoes +1
cs.CVcs.CYcs.LGarXiv:2004.08340v22020

Machine Learning

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

ZetaDial: dialing net charge of protein binders at inference time for therapeutic developability

SoundStorm: Efficient Parallel Audio Generation

Dialog State Tracking: A Neural Reading Comprehension Approach

Fruit Ripeness Classification: a Survey

meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting

Sales Demand Forecast in E-commerce using a Long Short-Term Memory Neural Network Methodology

On Robustness of Neural Ordinary Differential Equations

ARC-Bench: Closed-Loop Replanning Masks Broken Action Ranking in Frozen JEPA World Models

A survey on intrinsic motivation in reinforcement learning

Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing

Twin Contrastive Learning for Online Clustering

Sequential Beats Joint: On the Interplay between On-Policy Distillation and RLVR

A Low-Cost, Open Platform for End-to-End Autonomous Driving on a Miniature Ackermann Vehicle

Influence of Extruded Filament Shape on Buildability in 3D Concrete Printing: A Geometry-Informed Deep Learning-FEM Approach

KoDF: A Large-scale Korean DeepFake Detection Dataset

Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces

Continuously Differentiable Exponential Linear Units

RARF: Region-Aware Rectified Flows for 3D Brain MRI Inpainting

DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases

Broadcasted Residual Learning for Efficient Keyword Spotting

Causal-learn: Causal Discovery in Python

Toward Physically Grounded JEPA World Models for Goal-Conditioned Robotic Planning

Tree species mapping in Denmark: A comparison of spectral-temporal features with geospatial foundation model embeddings

AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries

Fashion-Gen: The Generative Fashion Dataset and Challenge

Music Generation by Deep Learning - Challenges and Directions

Android in the Zoo: Chain-of-Action-Thought for GUI Agents

Privacy Failure in Split-LLM Training, The Returned Gradient Nullifies the Decoys

A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models

Artificial Intelligence for Drug Discovery: Are We There Yet?

Semantic Bayesian World Models

Quantum State Tomography with Conditional Generative Adversarial Networks

Very Deep Self-Attention Networks for End-to-End Speech Recognition

Stress Detection Using Wearable Physiological and Sociometric Sensors

Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach

How to avoid machine learning pitfalls: a guide for academic researchers

Hidden Fluid Mechanics: A Navier-Stokes Informed Deep Learning Framework for Assimilating Flow Visualization Data

ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges

MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features

On Attention Models for Human Activity Recognition

Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images

Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data

sense2vec - A Fast and Accurate Method for Word Sense Disambiguation In Neural Word Embeddings

MLPACK: A Scalable C++ Machine Learning Library

Membership Inference Attacks by Exploiting Loss Trajectory

An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image Classification

Audio Spectrogram Representations for Processing with Convolutional Neural Networks

High Accuracy Android Malware Detection Using Ensemble Learning

Detecting and interpreting myocardial infarction using fully convolutional neural networks

Few-Shot Learning with Localization in Realistic Settings

From Brute Force to Semantic Insight: Performance-Guided Data Transformation Design with LLMs

Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing

Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies

Pneumonia Detection on chest X-ray images Using Ensemble of Deep Convolutional Neural Networks

Same Request, Different Answer: Quantization Amplifies Cache-Induced Divergence in LLM Serving

Impact of Data Loss in Postprocessing on Training and Inference of Quantum Neural Networks

Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks

Learning from VAE Errors to support ECG-based Differential Diagnosis of Myocardial Scar

Data-driven Flood Emulation: Speeding up Urban Flood Predictions by Deep Convolutional Neural Networks