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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28,921 to 28,980 of 32,728

Adversarial Sampling for Active Learning
Christoph Mayer, Radu Timofte
cs.LGcs.CVstat.MLarXiv:1808.06671v22018
A New Mask R-CNN Based Method for Improved Landslide Detection
Silvia Liberata Ullo, Amrita Mohan, Alessandro Sebastianelli +4
cs.CVcs.LGarXiv:2010.01499v12020
Federated Learning for Industrial Internet of Things in Future Industries
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana +4
cs.LGeess.SParXiv:2105.14659v12021
The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future
Philipp Hacker
cs.CYcs.AIcs.LGarXiv:2211.13960v62022
A Note on Scaling in Randomly Rotated Quantization and Its Connection to the CDEF +1 Pythagorean Relation
Uri Erez
cs.ITcs.LGmath.ITarXiv:2609.08759v12026
Routing Dense Layouts with History-Aware Offline Reinforcement Learning using LSTM
Afsara Khan, Austin Rovinski
cs.ARcs.LGarXiv:2609.08232v12026
PlayTrain: An Efficient Reinforcement Learning Framework for LLM-Generated Adaptable JavaScript Games
Ryan Truong, Lance Ying, Samuel J. Gershman +1
cs.LGarXiv:2609.09059v22026
MASKerade: Token-Routed Mask Experts for Dense-to-MoE Upcycling
Mingyuan Zhang, Yue Bai, Zhongruo Wang +5
cs.LGarXiv:2610.07809v12026
Topological Fraud Detection in Latent Transaction Spaces
Avraham Bourla
cs.LGcs.CRarXiv:2609.08445v12026
REViT-v2: Hierarchical Windowed Roto-reflection Equivariant ViT for Equivariant Feature Extraction
Sheir A. Zaheer, Jihwan Moon, Chan Y. Park
cs.CVcs.LGarXiv:2610.07585v12026
DataBright: Towards a Global Exchange for Decentralized Data Ownership and Trusted Computation
David Dao, Dan Alistarh, Claudiu Musat +1
cs.ETcs.AIcs.DBarXiv:1802.04780v12018
Active One-shot Learning
Mark Woodward, Chelsea Finn
cs.LGarXiv:1702.06559v12017
FedDermaSeg: Federated Learning for Dermatological Image Segmentation
Anabik Pal, Ganesh Patidar, Bikash Santra
cs.CVcs.AIcs.LGarXiv:2610.08574v12026
Technical Report on the Turba Fertilizer Machine Learning Stack in Morocco
Abdelghani Belgaid, Zakaria Mahmoud, Fahd Chibani +3
cs.LGcs.SEarXiv:2610.05949v12026
RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition
Ziyu Liu, Zeyi Sun, Yuhang Zang +6
cs.CVcs.AIcs.LGarXiv:2403.13805v22024
Making COMET Comparable Across Scripts: Diagnosis and Correction of Tokeniser-Induced Script Bias in Indic MT Evaluation
G. L. John Salvin, Swapnil Hingmire
cs.CLcs.LGarXiv:2610.08159v12026
Impact of Data Normalization on Deep Neural Network for Time Series Forecasting
Samit Bhanja, Abhishek Das
cs.LGstat.MLarXiv:1812.05519v22018
Real-World Robot Applications of Foundation Models: A Review
Kento Kawaharazuka, Tatsuya Matsushima, Andrew Gambardella +3
cs.ROcs.AIcs.CVarXiv:2402.05741v22024
VR-Goggles for Robots: Real-to-sim Domain Adaptation for Visual Control
Jingwei Zhang, Lei Tai, Peng Yun +4
cs.ROcs.CVcs.LGarXiv:1802.00265v42018
Large Language Models in Cybersecurity: State-of-the-Art
Farzad Nourmohammadzadeh Motlagh, Mehrdad Hajizadeh, Mehryar Majd +3
cs.CRcs.AIcs.CLarXiv:2402.00891v12024
Dependable Intrusion Detection System for IoT: A Deep Transfer Learning-based Approach
Sk. Tanzir Mehedi, Adnan Anwar, Ziaur Rahman +2
cs.CRcs.LGarXiv:2204.04837v12022
G-IDS: Generative Adversarial Networks Assisted Intrusion Detection System
Md Hasan Shahriar, Nur Imtiazul Haque, Mohammad Ashiqur Rahman +1
cs.CRcs.LGarXiv:2006.00676v12020
Accelerating the Development of PLGA In Situ Forming Depots Through AI-Driven Multi-Objective Optimization
Pauric Bannigan, Siddarth Chandrasekaran, Brigitte A. G. Lamers +6
cs.LGcs.AIarXiv:2610.08368v12026
XFake: Explainable Fake News Detector with Visualizations
Fan Yang, Shiva K. Pentyala, Sina Mohseni +6
cs.CYcs.CLcs.LGarXiv:1907.07757v12019
A Model Compression Method with Matrix Product Operators for Speech Enhancement
Xingwei Sun, Ze-Feng Gao, Zhong-Yi Lu +2
cs.SDcs.LGeess.ASarXiv:2010.04950v12020
Gender, Race, and Intersectional Bias in Resume Screening via Language Model Retrieval
Kyra Wilson, Aylin Caliskan
cs.CYcs.AIcs.CLarXiv:2407.20371v32024
Scalability Analysis of Distributed Kolmogorov-Arnold Network Training on High-Performance Computing Systems
Guangneng Chen, David Garcia Selfa, Pablo Quesada Barriuso
cs.DCcs.LGcs.PFarXiv:2609.07740v12026
Sub-6 GHz Over-the-Air AMC via Curriculum Fine-Tuned CNN-Transformers
Nurettin Safak, Muhammet Sefa Demirel, Alperen Marasli +3
eess.SPcs.LGarXiv:2609.07726v12026
Beyond Task Success: Stage-Wise Reliability of World Model Planning under Sensing Degradation
Geonmyeong Lee, Byoung-Tak Zhang
cs.ROcs.LGarXiv:2609.07126v12026
Adversarial Perturbations Against Real-Time Video Classification Systems
Shasha Li, Ajaya Neupane, Sujoy Paul +4
cs.LGcs.CRcs.CVarXiv:1807.00458v12018
DAEDALUS: Bootstrapping Agent Memory from Self-Generated Tasks
Antoine Edy, Max Conti, Victor Xing +3
cs.AIcs.CLcs.LGarXiv:2610.08048v12026
MetaKV: Adaptive KV Cache Compression for Constrained LLM Inference
Michael Wang, Keith Li, Roozbeh Bostandoost
cs.LGarXiv:2609.07966v12026
Attributing Cohen's d: Training Data Attribution for Disease-Related Effects in Normative Age Biomarkers
Jakob Snel, Marc-Andre Schulz
cs.LGq-bio.QMarXiv:2609.07729v22026
Steering Diffusion Models to Rare Events with Sequential Monte Carlo
Aavash Subedi, Tim Reichelt, Christopher Williams +3
stat.MLcs.LGarXiv:2610.08652v12026
CLUES-WEASEL: No additional clues required to choose your time series clustering algorithm
Johann Faouzi
cs.LGarXiv:2609.07606v12026
Kolmogorov--Arnold stability for discontinuous functions
Sviatoslav V. Dzhenzher
cs.LGmath.FAarXiv:2609.07240v12026
SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification
Ashwinee Panda, Saeed Mahloujifar, Arjun N. Bhagoji +2
cs.LGcs.AIcs.CRarXiv:2112.06274v12021
Move Evaluation in Go Using Deep Convolutional Neural Networks
Chris J. Maddison, Aja Huang, Ilya Sutskever +1
cs.LGcs.NEarXiv:1412.6564v22014
On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness
Eric Mintun, Alexander Kirillov, Saining Xie
cs.CVcs.LGarXiv:2102.11273v22021
AF-Mamba: Efficient Long-Term Signal Modeling for Early Prediction of Atrial Fibrillation Onset
Yongbin Lee, Ki H. Chon
cs.LGarXiv:2609.06984v12026
DIG: A Turnkey Library for Diving into Graph Deep Learning Research
Meng Liu, Youzhi Luo, Limei Wang +13
cs.LGarXiv:2103.12608v32021
Few-Shot Prototype Head Adaptation for On-Device ECG Personalization on PSoC~6
Guilherme Silva, Pedro Silva, Gladston Moreira +1
cs.LGcs.AIarXiv:2610.06241v12026
Evolving in Thought Space: Training a Small Model at Test Time Unlocks Better Discoveries
Chonghe Jiang, Ao Qu, Siyuan Liu +9
cs.AIcs.LGarXiv:2610.06269v12026
Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples
Felix Kreuk, Assi Barak, Shir Aviv-Reuven +3
cs.LGcs.CRarXiv:1802.04528v32018
Toward a Foundation Model for Time Series Data
Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen +8
cs.LGcs.AIarXiv:2310.03916v12023
You Can't Prefer Emotions You Don't Sample: Intensity Undershoot in DPO-Tuned LLMs
Hyunwoo Kim, Usama Khalid
cs.CLcs.AIcs.LGarXiv:2609.07808v12026
Relational Synthesis: Structure-Mediated Concatenative Synthesis for Foley and Retrieval-Augmented Audio Generation
Keren Shao, Ayaka Kawano, Shlomo Dubnov
cs.SDcs.AIcs.LGarXiv:2610.05768v12026
Generation of Vectorized Maps Beyond Vehicle View
Clara Gomez, Alberto Jaenal, Antonio Artuñedo +2
cs.ROcs.AIcs.LGarXiv:2609.07511v12026
Latent-to-Latent Flow for Volumetric Stochastic Segmentation
Omar Todd, Sooha Kim, Raghav Mehta +5
cs.CVcs.AIcs.LGarXiv:2609.07460v12026
TabBench-Bio: A Living Benchmark for Machine Learning on High-Dimensional Biomedical Tables
Jules Kreuer, Sofiane Ouaari, Julia Hellmig +2
cs.LGcs.AIarXiv:2609.07441v22026
Knowledge-Enriched Distributional Model Inversion Attacks
Si Chen, Mostafa Kahla, Ruoxi Jia +1
cs.LGarXiv:2010.04092v42020
Protocol effects on feature-based hardware-Trojan detection across Trust-Hub families
Hang Xiao, Chuhong Xu, Kainan Zhou +2
cs.LGcs.AIcs.CEarXiv:2609.07199v12026
Combining time-series and textual data for taxi demand prediction in event areas: a deep learning approach
Filipe Rodrigues, Ioulia Markou, Francisco Pereira
stat.MLcs.CLcs.LGarXiv:1808.05535v12018
ZeroMAG: Zero-Shot Multimodal Adapter Generation for Plug-and-Play EEG Foundation Models
Yubo Wang, Jingying Ma, Xinliang Zhou +8
cs.LGarXiv:2610.03546v12026
Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training
Liang Luo, Jacob Nelson, Luis Ceze +2
cs.DCcs.LGcs.NEarXiv:1805.07891v22018
FASTDIAR: Frame-level speaker encoder for Streaming Diarization
Nikita Torgashov, Okan Köpüklü
eess.AScs.LGcs.SDarXiv:2610.02941v12026
The AI Theorist reveals excitonic structure in $\alpha$-RuCl$_3$
Hongjian Zhou, Xianfan Nie, Sean Wu +5
cs.LGcond-mat.mtrl-sciarXiv:2610.02417v12026
Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning
Shen Zhang, Fei Ye, Bingnan Wang +1
cs.LGstat.MLarXiv:2007.12851v42020
Text Understanding from Scratch
Xiang Zhang, Yann LeCun
cs.LGcs.CLarXiv:1502.01710v52015
A Comparison of deep learning methods for environmental sound
Juncheng Li, Wei Dai, Florian Metze +2
cs.SDcs.LGarXiv:1703.06902v12017

Machine Learning

Adversarial Sampling for Active Learning

A New Mask R-CNN Based Method for Improved Landslide Detection

Federated Learning for Industrial Internet of Things in Future Industries

The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future

A Note on Scaling in Randomly Rotated Quantization and Its Connection to the CDEF +1 Pythagorean Relation

Routing Dense Layouts with History-Aware Offline Reinforcement Learning using LSTM

PlayTrain: An Efficient Reinforcement Learning Framework for LLM-Generated Adaptable JavaScript Games

MASKerade: Token-Routed Mask Experts for Dense-to-MoE Upcycling

Topological Fraud Detection in Latent Transaction Spaces

REViT-v2: Hierarchical Windowed Roto-reflection Equivariant ViT for Equivariant Feature Extraction

DataBright: Towards a Global Exchange for Decentralized Data Ownership and Trusted Computation

Active One-shot Learning

FedDermaSeg: Federated Learning for Dermatological Image Segmentation

Technical Report on the Turba Fertilizer Machine Learning Stack in Morocco

RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition

Making COMET Comparable Across Scripts: Diagnosis and Correction of Tokeniser-Induced Script Bias in Indic MT Evaluation

Impact of Data Normalization on Deep Neural Network for Time Series Forecasting

Real-World Robot Applications of Foundation Models: A Review

VR-Goggles for Robots: Real-to-sim Domain Adaptation for Visual Control

Large Language Models in Cybersecurity: State-of-the-Art

Dependable Intrusion Detection System for IoT: A Deep Transfer Learning-based Approach

G-IDS: Generative Adversarial Networks Assisted Intrusion Detection System

Accelerating the Development of PLGA In Situ Forming Depots Through AI-Driven Multi-Objective Optimization

XFake: Explainable Fake News Detector with Visualizations

A Model Compression Method with Matrix Product Operators for Speech Enhancement

Gender, Race, and Intersectional Bias in Resume Screening via Language Model Retrieval

Scalability Analysis of Distributed Kolmogorov-Arnold Network Training on High-Performance Computing Systems

Sub-6 GHz Over-the-Air AMC via Curriculum Fine-Tuned CNN-Transformers

Beyond Task Success: Stage-Wise Reliability of World Model Planning under Sensing Degradation

Adversarial Perturbations Against Real-Time Video Classification Systems

DAEDALUS: Bootstrapping Agent Memory from Self-Generated Tasks

MetaKV: Adaptive KV Cache Compression for Constrained LLM Inference

Attributing Cohen's d: Training Data Attribution for Disease-Related Effects in Normative Age Biomarkers

Steering Diffusion Models to Rare Events with Sequential Monte Carlo

CLUES-WEASEL: No additional clues required to choose your time series clustering algorithm

Kolmogorov--Arnold stability for discontinuous functions

SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification

Move Evaluation in Go Using Deep Convolutional Neural Networks

On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness

AF-Mamba: Efficient Long-Term Signal Modeling for Early Prediction of Atrial Fibrillation Onset

DIG: A Turnkey Library for Diving into Graph Deep Learning Research

Few-Shot Prototype Head Adaptation for On-Device ECG Personalization on PSoC~6

Evolving in Thought Space: Training a Small Model at Test Time Unlocks Better Discoveries

Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples

Toward a Foundation Model for Time Series Data

You Can't Prefer Emotions You Don't Sample: Intensity Undershoot in DPO-Tuned LLMs

Relational Synthesis: Structure-Mediated Concatenative Synthesis for Foley and Retrieval-Augmented Audio Generation

Generation of Vectorized Maps Beyond Vehicle View

Latent-to-Latent Flow for Volumetric Stochastic Segmentation

TabBench-Bio: A Living Benchmark for Machine Learning on High-Dimensional Biomedical Tables

Knowledge-Enriched Distributional Model Inversion Attacks

Protocol effects on feature-based hardware-Trojan detection across Trust-Hub families

Combining time-series and textual data for taxi demand prediction in event areas: a deep learning approach

ZeroMAG: Zero-Shot Multimodal Adapter Generation for Plug-and-Play EEG Foundation Models

Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training

FASTDIAR: Frame-level speaker encoder for Streaming Diarization

The AI Theorist reveals excitonic structure in $\alpha$-RuCl$_3$

Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning

Text Understanding from Scratch

A Comparison of deep learning methods for environmental sound