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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31,621 to 31,680 of 32,833

Improving Reconstruction Autoencoder Out-of-distribution Detection with Mahalanobis Distance
Taylor Denouden, Rick Salay, Krzysztof Czarnecki +3
cs.LGstat.MLarXiv:1812.02765v12018
OmniTact: A Multi-Directional High Resolution Touch Sensor
Akhil Padmanabha, Frederik Ebert, Stephen Tian +3
cs.ROcs.CVcs.LGarXiv:2003.06965v12020
No Free Checker: A Survey of Verifiers for Robot Policies
Yang Wan, Xihang Yue, Zhirui Liu +7
cs.ROcs.AIcs.CVarXiv:2609.09250v12026
Adversarial Examples that Fool Detectors
Jiajun Lu, Hussein Sibai, Evan Fabry
cs.CVcs.AIcs.GRarXiv:1712.02494v12017
An Effective Approach to Unsupervised Machine Translation
Mikel Artetxe, Gorka Labaka, Eneko Agirre
cs.CLcs.AIcs.LGarXiv:1902.01313v22019
TRACE: Training Reasoning Agents for Causal Exploration with Synthesized Rewards
Rui Sun, Zhan Shi, Bing He
cs.AIcs.LGarXiv:2609.10315v12026
Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search
Linnan Wang, Rodrigo Fonseca, Yuandong Tian
cs.LGcs.AIcs.ROarXiv:2007.00708v22020
Agent-Based ML-LLM Fusion with Self-Optimizing Prompts for Plateau Weather Alerts
Shuai Yan, Yang Xu, Shan He
cs.AIcs.LGarXiv:2609.10135v12026
Deep ConvLSTM with self-attention for human activity decoding using wearables
Satya P. Singh, Aimé Lay-Ekuakille, Deepak Gangwar +2
cs.HCcs.LGeess.SParXiv:2005.00698v22020
Scaling Cross-Embodied Learning: One Policy for Manipulation, Navigation, Locomotion and Aviation
Ria Doshi, Homer Walke, Oier Mees +2
cs.ROcs.LGarXiv:2408.11812v12024
Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation
Lei Zhou, Huidong Liu, Joseph Bae +3
eess.IVcs.CVcs.LGarXiv:2203.05573v22022
A scikit-based Python environment for performing multi-label classification
Piotr Szymański, Tomasz Kajdanowicz
cs.LGcs.MSarXiv:1702.01460v52017
EMBLEM: Enhancing Multi-script Table Detection through Masking
Dhruv Kudale, Udhay Brahmi, Ganesh Ramakrishnan
cs.LGarXiv:2609.08330v12026
Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks
Cem M. Deniz, Siyuan Xiang, Spencer Hallyburton +5
cs.CVcs.LGstat.MLarXiv:1704.06176v52017
NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks
Ermao Cai, Da-Cheng Juan, Dimitrios Stamoulis +1
cs.LGcs.PFstat.MLarXiv:1710.05420v12017
A Machine Learning Framework for Predicting Restaurant Food Waste to Support Sustainable Food Management
Md Mehedi Hasan Naeem, Md Ashraful Islam, Moumita Barua +2
cs.LGarXiv:2609.08078v12026
Unsupervised Multi-source Domain Adaptation Without Access to Source Data
Sk Miraj Ahmed, Dripta S. Raychaudhuri, Sujoy Paul +2
cs.LGcs.CVarXiv:2104.01845v12021
Improving Chemical Autoencoder Latent Space and Molecular De novo Generation Diversity with Heteroencoders
Esben Jannik Bjerrum, Boris Sattarov
cs.LGstat.MLarXiv:1806.09300v22018
GHRS: Graph-based Hybrid Recommendation System with Application to Movie Recommendation
Zahra Zamanzadeh Darban, Mohammad Hadi Valipour
cs.IRcs.AIcs.LGarXiv:2111.11293v22021
Evaluation of Contextual Understanding in Large Language Models
Subavarshana Arumugam, Mamta Nallaretnam, Kithuni Wickramasinghe +4
cs.CLcs.LGarXiv:2609.09004v12026
Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise
Pengfei Chen, Junjie Ye, Guangyong Chen +2
cs.LGarXiv:2012.05458v12020
Large-Scale Differentially Private BERT
Rohan Anil, Badih Ghazi, Vineet Gupta +2
cs.LGcs.CLcs.CRarXiv:2108.01624v12021
TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network
Xiaomin Li, Vangelis Metsis, Huangyingrui Wang +1
cs.LGcs.AIarXiv:2202.02691v22022
Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs using Deep Convolutional Neural Networks
Aleksei Tiulpin, Simo Saarakkala
eess.IVcs.CVcs.LGarXiv:1907.08020v12019
Further Generalizations of the Jaccard Index
Luciano da F. Costa
cs.LGarXiv:2110.09619v32021
3D Common Corruptions and Data Augmentation
Oğuzhan Fatih Kar, Teresa Yeo, Andrei Atanov +1
cs.CVcs.LGarXiv:2203.01441v32022
Distinguishing performance gains from learning when using generative AI
Lixiang Yan, Samuel Greiff, Jason M. Lodge +1
cs.LGcs.HCarXiv:2605.13731v12026
Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?
Sedigheh Eslami, Gerard de Melo, Christoph Meinel
cs.CVcs.AIcs.CLarXiv:2112.13906v12021
Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques
Mingxuan Liu, Siqi Li, Han Yuan +7
cs.LGarXiv:2210.08258v12022
The Unfairness of Popularity Bias in Music Recommendation: A Reproducibility Study
Dominik Kowald, Markus Schedl, Elisabeth Lex
cs.IRcs.LGcs.SIarXiv:1912.04696v22019
Foley Music: Learning to Generate Music from Videos
Chuang Gan, Deng Huang, Peihao Chen +2
cs.CVcs.LGcs.SDarXiv:2007.10984v12020
Earth System World Model for What-If Simulations: A Case Study for Terrestrial Ecosystems
Zhihao Wang, Ruichen Wang, Ruohan Li +6
cs.LGcs.AIarXiv:2609.08855v12026
LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks
Adam Goodge, Bryan Hooi, See Kiong Ng +1
cs.LGcs.AIarXiv:2112.05355v12021
Spatially-Adaptive Image Restoration using Distortion-Guided Networks
Kuldeep Purohit, Maitreya Suin, A. N. Rajagopalan +1
cs.CVcs.LGarXiv:2108.08617v12021
Suan: Rectifying Direct Preference Safety Alignment in Large Language Models
Oleksandr Cherednichenko, Roman Klypa
cs.LGcs.AIarXiv:2609.08634v12026
SpecAugment on Large Scale Datasets
Daniel S. Park, Yu Zhang, Chung-Cheng Chiu +5
eess.AScs.CLcs.LGarXiv:1912.05533v12019
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui +4
cs.CVcs.LGeess.IVarXiv:2005.14284v12020
Interpretable Deep Learning for Automatic Diagnosis of 12-lead Electrocardiogram
Dongdong Zhang, Xiaohui Yuan, Ping Zhang
cs.LGeess.SParXiv:2010.10328v12020
Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems
Weijie Zhao, Deping Xie, Ronglai Jia +4
cs.DCcs.LGstat.MLarXiv:2003.05622v12020
Leveraging Cardiac Imaging to Improve ECG-Based Detection of Chagas Disease in Resource-Constrained Settings
Laura Alvarez-Florez, Daniel Uyterlinde, Samuel Ruipérez-Campillo +3
cs.LGcs.AIeess.IVarXiv:2609.08582v12026
A Measurement Study of LLM Inference Trade-offs Across Edge Continuum Hardware
Maysam Khatib, Moysis Symeonides, Demetris Trihinas +2
cs.DCcs.AIcs.LGarXiv:2609.08307v12026
Tarsier: Recipes for Training and Evaluating Large Video Description Models
Jiawei Wang, Liping Yuan, Yuchen Zhang +1
cs.CVcs.LGarXiv:2407.00634v22024
Transformer-based World Models Are Happy With 100k Interactions
Jan Robine, Marc Höftmann, Tobias Uelwer +1
cs.LGcs.AIstat.MLarXiv:2303.07109v12023
One-Pass Incomplete Multi-view Clustering
Menglei Hu, Songcan Chen
cs.LGstat.MLarXiv:1903.00637v12019
Hardware Trojan Threats to Multi-Chiplet Photonic Neural Network Accelerators
Sudeep Pasricha
cs.ARcs.AIcs.LGarXiv:2609.06796v12026
Augmenting Genetic Algorithms with Deep Neural Networks for Exploring the Chemical Space
AkshatKumar Nigam, Pascal Friederich, Mario Krenn +1
cs.NEcs.LGphysics.chem-pharXiv:1909.11655v42019
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification
Eduardo H. P. Pooch, Pedro L. Ballester, Rodrigo C. Barros
eess.IVcs.AIcs.CVarXiv:1909.01940v22019
Large Language Models for Forecasting and Anomaly Detection: A Systematic Literature Review
Jing Su, Chufeng Jiang, Xin Jin +7
cs.LGcs.AIarXiv:2402.10350v12024
On the generalization of GAN image forensics
Xinsheng Xuan, Bo Peng, Wei Wang +1
cs.CVcs.LGstat.MLarXiv:1902.11153v22019
Intelligent O-RAN for Beyond 5G and 6G Wireless Networks
Solmaz Niknam, Abhishek Roy, Harpreet S. Dhillon +5
eess.SPcs.LGarXiv:2005.08374v12020
A Learned Representation for Scalable Vector Graphics
Raphael Gontijo Lopes, David Ha, Douglas Eck +1
cs.CVcs.LGstat.MLarXiv:1904.02632v12019
Mellotron: Multispeaker expressive voice synthesis by conditioning on rhythm, pitch and global style tokens
Rafael Valle, Jason Li, Ryan Prenger +1
cs.SDcs.LGeess.ASarXiv:1910.11997v12019
Hyperspherical Prototype Networks
Pascal Mettes, Elise van der Pol, Cees G. M. Snoek
cs.LGstat.MLarXiv:1901.10514v32019
Machine learning of hierarchical clustering to segment 2D and 3D images
Juan Nunez-Iglesias, Ryan Kennedy, Toufiq Parag +2
cs.CVcs.LGarXiv:1303.6163v32013
Toxicity Prediction using Deep Learning
Thomas Unterthiner, Andreas Mayr, Günter Klambauer +1
stat.MLcs.LGcs.NEarXiv:1503.01445v12015
RL-RRT: Kinodynamic Motion Planning via Learning Reachability Estimators from RL Policies
Hao-Tien Lewis Chiang, Jasmine Hsu, Marek Fiser +2
cs.ROcs.AIcs.LGarXiv:1907.04799v22019
Protein sequence design with deep generative models
Zachary Wu, Kadina E. Johnston, Frances H. Arnold +1
q-bio.QMcs.LGq-bio.BMarXiv:2104.04457v12021
Machine Learning (ML)-Centric Resource Management in Cloud Computing: A Review and Future Directions
Tahseen Khan, Wenhong Tian, Rajkumar Buyya
cs.DCcs.LGarXiv:2105.05079v12021
Classification of Urban Morphology with Deep Learning: Application on Urban Vitality
Wangyang Chen, Abraham Noah Wu, Filip Biljecki
cs.CVcs.CYcs.LGarXiv:2105.09908v32021
The Privacy Onion Effect: Memorization is Relative
Nicholas Carlini, Matthew Jagielski, Chiyuan Zhang +3
cs.LGcs.CRarXiv:2206.10469v22022

Machine Learning

Improving Reconstruction Autoencoder Out-of-distribution Detection with Mahalanobis Distance

OmniTact: A Multi-Directional High Resolution Touch Sensor

No Free Checker: A Survey of Verifiers for Robot Policies

Adversarial Examples that Fool Detectors

An Effective Approach to Unsupervised Machine Translation

TRACE: Training Reasoning Agents for Causal Exploration with Synthesized Rewards

Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search

Agent-Based ML-LLM Fusion with Self-Optimizing Prompts for Plateau Weather Alerts

Deep ConvLSTM with self-attention for human activity decoding using wearables

Scaling Cross-Embodied Learning: One Policy for Manipulation, Navigation, Locomotion and Aviation

Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation

A scikit-based Python environment for performing multi-label classification

EMBLEM: Enhancing Multi-script Table Detection through Masking

Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks

NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks

A Machine Learning Framework for Predicting Restaurant Food Waste to Support Sustainable Food Management

Unsupervised Multi-source Domain Adaptation Without Access to Source Data

Improving Chemical Autoencoder Latent Space and Molecular De novo Generation Diversity with Heteroencoders

GHRS: Graph-based Hybrid Recommendation System with Application to Movie Recommendation

Evaluation of Contextual Understanding in Large Language Models

Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise

Large-Scale Differentially Private BERT

TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network

Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs using Deep Convolutional Neural Networks

Further Generalizations of the Jaccard Index

3D Common Corruptions and Data Augmentation

Distinguishing performance gains from learning when using generative AI

Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?

Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques

The Unfairness of Popularity Bias in Music Recommendation: A Reproducibility Study

Foley Music: Learning to Generate Music from Videos

Earth System World Model for What-If Simulations: A Case Study for Terrestrial Ecosystems

LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks

Spatially-Adaptive Image Restoration using Distortion-Guided Networks

Suan: Rectifying Direct Preference Safety Alignment in Large Language Models

SpecAugment on Large Scale Datasets

Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning

Interpretable Deep Learning for Automatic Diagnosis of 12-lead Electrocardiogram

Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems

Leveraging Cardiac Imaging to Improve ECG-Based Detection of Chagas Disease in Resource-Constrained Settings

A Measurement Study of LLM Inference Trade-offs Across Edge Continuum Hardware

Tarsier: Recipes for Training and Evaluating Large Video Description Models

Transformer-based World Models Are Happy With 100k Interactions

One-Pass Incomplete Multi-view Clustering

Hardware Trojan Threats to Multi-Chiplet Photonic Neural Network Accelerators

Augmenting Genetic Algorithms with Deep Neural Networks for Exploring the Chemical Space

Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification

Large Language Models for Forecasting and Anomaly Detection: A Systematic Literature Review

On the generalization of GAN image forensics

Intelligent O-RAN for Beyond 5G and 6G Wireless Networks

A Learned Representation for Scalable Vector Graphics

Mellotron: Multispeaker expressive voice synthesis by conditioning on rhythm, pitch and global style tokens

Hyperspherical Prototype Networks

Machine learning of hierarchical clustering to segment 2D and 3D images

Toxicity Prediction using Deep Learning

RL-RRT: Kinodynamic Motion Planning via Learning Reachability Estimators from RL Policies

Protein sequence design with deep generative models

Machine Learning (ML)-Centric Resource Management in Cloud Computing: A Review and Future Directions

Classification of Urban Morphology with Deep Learning: Application on Urban Vitality

The Privacy Onion Effect: Memorization is Relative