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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3,841 to 3,900 of 20,214

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
Jump-Start Reinforcement Learning
Ikechukwu Uchendu, Ted Xiao, Yao Lu +9
cs.LGarXiv:2204.02372v22022
Kernel-based methods for bandit convex optimization
Sébastien Bubeck, Ronen Eldan, Yin Tat Lee
cs.LGcs.DSmath.OCarXiv:1607.03084v12016
Stack-Pointer Networks for Dependency Parsing
Xuezhe Ma, Zecong Hu, Jingzhou Liu +3
cs.CLcs.LGarXiv:1805.01087v12018
Optimal Approximation Rate of ReLU Networks in terms of Width and Depth
Zuowei Shen, Haizhao Yang, Shijun Zhang
cs.LGstat.MLarXiv:2103.00502v52021
Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation
Xinyu Chen, Mengying Lei, Nicolas Saunier +1
cs.LGstat.MLarXiv:2104.14936v12021
Bringing AI To Edge: From Deep Learning's Perspective
Di Liu, Hao Kong, Xiangzhong Luo +2
cs.LGcs.AIarXiv:2011.14808v12020
LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition
Valeriia Cherepanova, Micah Goldblum, Harrison Foley +4
cs.CVcs.CRcs.LGarXiv:2101.07922v22021
DwNet: Dense warp-based network for pose-guided human video generation
Polina Zablotskaia, Aliaksandr Siarohin, Bo Zhao +1
cs.CVcs.LGarXiv:1910.09139v12019
Finite-Sample Analysis for SARSA with Linear Function Approximation
Shaofeng Zou, Tengyu Xu, Yingbin Liang
cs.LGstat.MLarXiv:1902.02234v32019
Learning Monocular Dense Depth from Events
Javier Hidalgo-Carrió, Daniel Gehrig, Davide Scaramuzza
cs.CVcs.LGarXiv:2010.08350v22020
DaST: Data-free Substitute Training for Adversarial Attacks
Mingyi Zhou, Jing Wu, Yipeng Liu +2
cs.CRcs.CVcs.LGarXiv:2003.12703v22020
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning
Xiaoxin He, Xavier Bresson, Thomas Laurent +3
cs.LGarXiv:2305.19523v52023
Deep learning enhanced mobile-phone microscopy
Yair Rivenson, Hatice Ceylan Koydemir, Hongda Wang +8
cs.LGcs.CVphysics.med-pharXiv:1712.04139v12017
Experimental neural network enhanced quantum tomography
Adriano Macarone Palmieri, Egor Kovlakov, Federico Bianchi +4
quant-phcond-mat.dis-nncs.AIarXiv:1904.05902v22019
Distributed Clustering of Linear Bandits in Peer to Peer Networks
Nathan Korda, Balazs Szorenyi, Shuai Li
cs.LGcs.AIstat.MLarXiv:1604.07706v32016
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
Zhuofeng Li, Haoxiang Zhang, Seungju Han +6
cs.AIcs.CLcs.LGarXiv:2510.05592v22025
Attention-Based Models for Text-Dependent Speaker Verification
F A Rezaur Rahman Chowdhury, Quan Wang, Ignacio Lopez Moreno +1
eess.AScs.LGcs.SDarXiv:1710.10470v32017
Spectral methods: crucial for machine learning, natural for quantum computers?
Vasilis Belis, Joseph Bowles, Rishabh Gupta +2
quant-phcs.LGstat.MLarXiv:2603.24654v22026
A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition
Albert Zeyer, Patrick Doetsch, Paul Voigtlaender +2
cs.NEcs.CLcs.LGarXiv:1606.06871v22016
LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series with Multiple Seasonal Patterns
Kasun Bandara, Christoph Bergmeir, Hansika Hewamalage
stat.APcs.LGcs.NEarXiv:1909.04293v22019
Stop using the elbow criterion for k-means and how to choose the number of clusters instead
Erich Schubert
stat.MLcs.LGarXiv:2212.12189v12022
Data augmentation approaches for improving animal audio classification
Loris Nanni, Gianluca Maguolo, Michelangelo Paci
cs.LGcs.SDeess.ASarXiv:1912.07756v22019
Federated Learning with Local Differential Privacy: Trade-offs between Privacy, Utility, and Communication
Muah Kim, Onur Günlü, Rafael F. Schaefer
cs.LGcs.CRcs.DCarXiv:2102.04737v12021
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
Pei-Hao Su, Milica Gasic, Nikola Mrksic +5
cs.CLcs.LGarXiv:1605.07669v22016
Deep Neural Networks to Enable Real-time Multimessenger Astrophysics
Daniel George, E. A. Huerta
astro-ph.IMastro-ph.GAastro-ph.HEarXiv:1701.00008v32016
Analyzing the impact of feature selection on the accuracy of heart disease prediction
Muhammad Salman Pathan, Avishek Nag, Muhammad Mohisn Pathan +1
cs.LGeess.SParXiv:2206.03239v12022
Implicit Regularization in Deep Learning May Not Be Explainable by Norms
Noam Razin, Nadav Cohen
cs.LGcs.NEstat.MLarXiv:2005.06398v22020
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images
Aleksandar Vakanski, Min Xian, Phoebe Freer
eess.IVcs.LGstat.MLarXiv:1910.08978v22019
Reinforcement Learning for IoT Security: A Comprehensive Survey
Aashma Uprety, Danda B. Rawat
cs.LGcs.AIarXiv:2102.07247v12021
Distributed Anomaly Detection using Autoencoder Neural Networks in WSN for IoT
Tie Luo, Sai G. Nagarajan
cs.NIcs.LGarXiv:1812.04872v12018
On the Robustness of the CVPR 2018 White-Box Adversarial Example Defenses
Anish Athalye, Nicholas Carlini
cs.CVcs.CRcs.LGarXiv:1804.03286v12018
Identifiability of Causal Graphs using Functional Models
Jonas Peters, Joris Mooij, Dominik Janzing +1
cs.LGstat.MLarXiv:1202.3757v12012
Tag-Aware Ordinal Sparse Factor Analysis for Learning and Content Analytics
Andrew S. Lan, Christoph Studer, Andrew E. Waters +1
stat.MLcs.LGarXiv:1412.5967v12014
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation
Yuzhou Liu, DeLiang Wang
cs.SDcs.LGeess.ASarXiv:1904.11148v12019
FedDANE: A Federated Newton-Type Method
Tian Li, Anit Kumar Sahu, Manzil Zaheer +3
cs.LGstat.MLarXiv:2001.01920v12020
Structured Generative Models of Natural Source Code
Chris J. Maddison, Daniel Tarlow
cs.PLcs.LGstat.MLarXiv:1401.0514v22014
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
Online Distributed Optimization on Dynamic Networks
Saghar Hosseini, Airlie Chapman, Mehran Mesbahi
math.OCcs.DScs.LGarXiv:1412.7215v12014
Factorizable Graph Convolutional Networks
Yiding Yang, Zunlei Feng, Mingli Song +1
cs.LGcs.AIcs.SIarXiv:2010.05421v12020
Global Convergence of Online Limited Memory BFGS
Aryan Mokhtari, Alejandro Ribeiro
math.OCcs.LGstat.MLarXiv:1409.2045v12014
VISAR: A Human-AI Argumentative Writing Assistant with Visual Programming and Rapid Draft Prototyping
Zheng Zhang, Jie Gao, Ranjodh Singh Dhaliwal +1
cs.HCcs.AIcs.CLarXiv:2304.07810v22023
Scaling Laws for Fine-Grained Mixture of Experts
Jakub Krajewski, Jan Ludziejewski, Kamil Adamczewski +9
cs.LGcs.AIcs.CLarXiv:2402.07871v12024
Neural Proximal Gradient Descent for Compressive Imaging
Morteza Mardani, Qingyun Sun, Shreyas Vasawanala +4
cs.CVcs.LGarXiv:1806.03963v12018
CollaGAN : Collaborative GAN for Missing Image Data Imputation
Dongwook Lee, Junyoung Kim, Won-Jin Moon +1
cs.CVcs.LGstat.MLarXiv:1901.09764v32019
FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance
Xiao-Yang Liu, Hongyang Yang, Jiechao Gao +1
q-fin.TRcs.LGarXiv:2111.09395v12021
VinVL: Revisiting Visual Representations in Vision-Language Models
Pengchuan Zhang, Xiujun Li, Xiaowei Hu +5
cs.CVcs.AIcs.CLarXiv:2101.00529v22021
Py-Feat: Python Facial Expression Analysis Toolbox
Jin Hyun Cheong, Eshin Jolly, Tiankang Xie +3
cs.CVcs.LGeess.IVarXiv:2104.03509v42021
Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning
Justin D Krogue, Kaiyang V Cheng, Kevin M Hwang +13
q-bio.QMcs.CVcs.LGarXiv:1909.06326v12019
StarGAN-VC2: Rethinking Conditional Methods for StarGAN-Based Voice Conversion
Takuhiro Kaneko, Hirokazu Kameoka, Kou Tanaka +1
cs.SDcs.LGeess.ASarXiv:1907.12279v22019
Anomalib: A Deep Learning Library for Anomaly Detection
Samet Akcay, Dick Ameln, Ashwin Vaidya +3
cs.CVcs.LGarXiv:2202.08341v12022
Associative Alignment for Few-shot Image Classification
Arman Afrasiyabi, Jean-François Lalonde, Christian Gagné
cs.CVcs.LGarXiv:1912.05094v32019
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification
Phairot Autthasan, Rattanaphon Chaisaen, Thapanun Sudhawiyangkul +7
eess.SPcs.AIcs.CVarXiv:2102.03814v42021
Node Embedding over Temporal Graphs
Uriel Singer, Ido Guy, Kira Radinsky
cs.LGcs.SIstat.MLarXiv:1903.08889v32019
Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning
Khanh Nguyen, Hal Daumé
cs.HCcs.AIcs.CLarXiv:1909.01871v62019
Continual Deep Learning by Functional Regularisation of Memorable Past
Pingbo Pan, Siddharth Swaroop, Alexander Immer +3
stat.MLcs.LGarXiv:2004.14070v42020
Para-Pipe: Exploiting Hierarchical Operator Parallelism of ML Computational Graphs on SoCs
Yujie Zhang, Huiying Lan, Ehsan Aghapour +5
cs.DCcs.LGcs.PFarXiv:2609.04168v12026
LENS: Localization enhanced by NeRF synthesis
Arthur Moreau, Nathan Piasco, Dzmitry Tsishkou +2
cs.CVcs.AIcs.LGarXiv:2110.06558v12021
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

Machine Learning

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

On Attention Models for Human Activity Recognition

Jump-Start Reinforcement Learning

Kernel-based methods for bandit convex optimization

Stack-Pointer Networks for Dependency Parsing

Optimal Approximation Rate of ReLU Networks in terms of Width and Depth

Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation

Bringing AI To Edge: From Deep Learning's Perspective

LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition

DwNet: Dense warp-based network for pose-guided human video generation

Finite-Sample Analysis for SARSA with Linear Function Approximation

Learning Monocular Dense Depth from Events

DaST: Data-free Substitute Training for Adversarial Attacks

Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning

Deep learning enhanced mobile-phone microscopy

Experimental neural network enhanced quantum tomography

Distributed Clustering of Linear Bandits in Peer to Peer Networks

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Attention-Based Models for Text-Dependent Speaker Verification

Spectral methods: crucial for machine learning, natural for quantum computers?

A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition

LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series with Multiple Seasonal Patterns

Stop using the elbow criterion for k-means and how to choose the number of clusters instead

Data augmentation approaches for improving animal audio classification

Federated Learning with Local Differential Privacy: Trade-offs between Privacy, Utility, and Communication

On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems

Deep Neural Networks to Enable Real-time Multimessenger Astrophysics

Analyzing the impact of feature selection on the accuracy of heart disease prediction

Implicit Regularization in Deep Learning May Not Be Explainable by Norms

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

Reinforcement Learning for IoT Security: A Comprehensive Survey

Distributed Anomaly Detection using Autoencoder Neural Networks in WSN for IoT

On the Robustness of the CVPR 2018 White-Box Adversarial Example Defenses

Identifiability of Causal Graphs using Functional Models

Tag-Aware Ordinal Sparse Factor Analysis for Learning and Content Analytics

Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation

FedDANE: A Federated Newton-Type Method

Structured Generative Models of Natural Source Code

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

Online Distributed Optimization on Dynamic Networks

Factorizable Graph Convolutional Networks

Global Convergence of Online Limited Memory BFGS

VISAR: A Human-AI Argumentative Writing Assistant with Visual Programming and Rapid Draft Prototyping

Scaling Laws for Fine-Grained Mixture of Experts

Neural Proximal Gradient Descent for Compressive Imaging

CollaGAN : Collaborative GAN for Missing Image Data Imputation

FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance

VinVL: Revisiting Visual Representations in Vision-Language Models

Py-Feat: Python Facial Expression Analysis Toolbox

Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning

StarGAN-VC2: Rethinking Conditional Methods for StarGAN-Based Voice Conversion

Anomalib: A Deep Learning Library for Anomaly Detection

Associative Alignment for Few-shot Image Classification

MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification

Node Embedding over Temporal Graphs

Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning

Continual Deep Learning by Functional Regularisation of Memorable Past

Para-Pipe: Exploiting Hierarchical Operator Parallelism of ML Computational Graphs on SoCs

LENS: Localization enhanced by NeRF synthesis

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