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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28,621 to 28,680 of 32,743

Review of automated time series forecasting pipelines
Stefan Meisenbacher, Marian Turowski, Kaleb Phipps +4
cs.LGarXiv:2202.01712v12022
QTestBench: A Test Framework for Evaluating LLM-Generated Quantum Code
Meriem Terki, Nouhaila Innan, Minghao Shao +3
cs.LGcs.CLquant-pharXiv:2610.13811v12026
Diffusion Precipitation Generation with Medium-range Weather Forecasting
Guowen Li, Yang Liu, Mengxuan Chen +11
cs.LGarXiv:2610.12976v12026
Graph Dynamical Networks for Unsupervised Learning of Atomic Scale Dynamics in Materials
Tian Xie, Arthur France-Lanord, Yanming Wang +2
cond-mat.mtrl-scics.LGphysics.chem-pharXiv:1902.06836v22019
SafeDreamer: Safe Reinforcement Learning with World Models
Weidong Huang, Jiaming Ji, Chunhe Xia +2
cs.LGcs.AIcs.CVarXiv:2307.07176v32023
LESS is More: Rethinking Probabilistic Models of Human Behavior
Andreea Bobu, Dexter R. R. Scobee, Jaime F. Fisac +2
cs.ROcs.AIcs.HCarXiv:2001.04465v12020
Methodological reflections for AI alignment research using human feedback
Thilo Hagendorff, Sarah Fabi
cs.HCcs.AIcs.CLarXiv:2301.06859v12022
Active Reward Learning from Multiple Teachers
Peter Barnett, Rachel Freedman, Justin Svegliato +1
cs.LGcs.AIarXiv:2303.00894v12023
Reinforcement Learning with Human Feedback for Realistic Traffic Simulation
Yulong Cao, Boris Ivanovic, Chaowei Xiao +1
cs.AIcs.LGcs.ROarXiv:2309.00709v12023
Robust Building Damage Detection in Cross-Disaster Settings Using Domain Adaptation
Asmae Mouradi, Shruti Kshirsagar
cs.CVcs.AIcs.LGarXiv:2603.14694v22026
Self-Generated Critiques Boost Reward Modeling for Language Models
Yue Yu, Zhengxing Chen, Aston Zhang +10
cs.CLcs.AIcs.LGarXiv:2411.16646v32024
Shortcut Learning in Geospatial Foundation Model Embeddings for Cross-Disaster Damage Assessment
Ali Shibli, Andrea Nascetti, Yifang Ban
cs.CVcs.LGarXiv:2610.13766v12026
Overcoming Data Imbalances with Expert Selection Biases
Ayush K. Tarun, Clara Meister, Antoine Bosselut
cs.CLcs.LGarXiv:2610.13370v12026
Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences
Mathias Kraus, Stefan Feuerriegel
cs.LGstat.MLarXiv:1907.05146v22019
Towards Adversarial Retinal Image Synthesis
Pedro Costa, Adrian Galdran, Maria Inês Meyer +4
cs.CVcs.LGstat.MLarXiv:1701.08974v12017
JitterVLA: A Replay Benchmark for Motion Quality in VLA-Driven Human-Robot Manipulation
Faith Ogunwoye, Didar Seyidov, Konstantin Gubernatorov +1
cs.ROcs.HCcs.LGarXiv:2610.13628v12026
Analysis of Heart Diseases Dataset using Neural Network Approach
K. Usha Rani
cs.LGcs.DBarXiv:1110.2626v12011
FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning
Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang +1
cs.CVcs.LGarXiv:2007.08505v12020
GRATIS: GeneRAting TIme Series with diverse and controllable characteristics
Yanfei Kang, Rob J Hyndman, Feng Li
stat.MLcs.LGstat.COarXiv:1903.02787v22019
A Big Data Enabled Channel Model for 5G Wireless Communication Systems
Jie Huang, Cheng-Xiang Wang, Lu Bai +5
eess.SPcs.LGcs.NIarXiv:2002.12561v12020
Uncertainty Estimation for Language Reward Models
Adam Gleave, Geoffrey Irving
cs.CLcs.AIcs.LGarXiv:2203.07472v12022
A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models
Tiwalayo Eisape, MH Tessler, Ishita Dasgupta +3
cs.CLcs.AIcs.LGarXiv:2311.00445v22023
Understanding Causality with Large Language Models: Feasibility and Opportunities
Cheng Zhang, Stefan Bauer, Paul Bennett +8
cs.LGcs.CLarXiv:2304.05524v12023
Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies
Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars +7
eess.SPcs.LGarXiv:2109.04364v22021
Language Models in the Loop: Incorporating Prompting into Weak Supervision
Ryan Smith, Jason A. Fries, Braden Hancock +1
cs.LGcs.CLarXiv:2205.02318v12022
Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction
Pedram Daee, Tomi Peltola, Marta Soare +1
cs.AIcs.HCcs.LGarXiv:1612.03328v22016
Designing Protein Structures from Natural Language
Joseph Lee, Yanjing Li, Bo Qiang +7
cs.LGq-bio.BMarXiv:2610.13917v12026
From Pixels to Legs: Hierarchical Learning of Quadruped Locomotion
Deepali Jain, Atil Iscen, Ken Caluwaerts
cs.ROcs.CVcs.LGarXiv:2011.11722v12020
Human-in-the-Loop Interpretability Prior
Isaac Lage, Andrew Slavin Ross, Been Kim +2
stat.MLcs.LGarXiv:1805.11571v22018
A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye View
Lennart Reiher, Bastian Lampe, Lutz Eckstein
cs.CVcs.LGarXiv:2005.04078v12020
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization
Chen Liang, Simiao Zuo, Minshuo Chen +5
cs.LGcs.CLarXiv:2105.12002v22021
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking
Patrick H. Chen, Si Si, Yang Li +2
cs.CLcs.AIcs.LGarXiv:1806.06950v12018
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization
Anish Acharya, Rahul Goel, Angeliki Metallinou +1
cs.LGcs.CLcs.NAarXiv:1811.00641v12018
Rank and run-time aware compression of NLP Applications
Urmish Thakker, Jesse Beu, Dibakar Gope +2
cs.CLcs.LGcs.PFarXiv:2010.03193v12020
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models
Xiang Meng, Kayhan Behdin, Haoyue Wang +1
cs.LGarXiv:2406.07831v32024
Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis
Guangzhi Sun, Yu Zhang, Ron J. Weiss +3
eess.AScs.LGcs.SDarXiv:2002.03785v12020
CoBe: A Benchmark For Conversational Counterfactual Text Editing
Arvind Raghavan, Inwoo Hwang, Shreyas Havaldar +6
cs.CLcs.AIcs.ETarXiv:2610.13057v12026
Reflective Linguistic Programming (RLP): A Stepping Stone in Socially-Aware AGI (SocialAGI)
Kevin A. Fischer
cs.AIcs.CLcs.HCarXiv:2305.12647v12023
Evaluating Deep Learning Approaches for Covid19 Fake News Detection
Apurva Wani, Isha Joshi, Snehal Khandve +2
cs.LGcs.IRarXiv:2101.04012v22021
A unified scalable framework for causal sweeping strategies for Physics-Informed Neural Networks (PINNs) and their temporal decompositions
Michael Penwarden, Ameya D. Jagtap, Shandian Zhe +2
physics.comp-phcs.LGarXiv:2302.14227v22023
QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch
Hao Gu, Hao Wang, Jiacheng Liu +9
cs.LGcs.AIarXiv:2604.07853v12026
Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey
Jiayuan Chen, You Shi, Changyan Yi +3
cs.HCcs.AIcs.LGarXiv:2401.13699v22024
LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning
Junchi Wang, Lei Ke
cs.CVcs.LGarXiv:2404.08767v12024
CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation
Zineng Tang, Ziyi Yang, Mahmoud Khademi +3
cs.CVcs.AIcs.CLarXiv:2311.18775v12023
Neuromorphic Satellite Intelligence: A Formal Framework for Event-Driven Architectures, Spike-Based Algorithms, and Quantitative Energy-Accuracy Trade-offs
Suresh Kumar TP, Vikas Agnihotri
cs.NEcs.LGarXiv:2610.12471v12026
Point2Mesh: A Self-Prior for Deformable Meshes
Rana Hanocka, Gal Metzer, Raja Giryes +1
cs.GRcs.CVcs.LGarXiv:2005.11084v12020
An Empirical Study of Agent Skills' Downstream Utility
Yu Cheng, Dehai Zhao, Zhongxin Liu +3
cs.AIcs.LGarXiv:2610.08875v22026
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition
Peiyan Dong, Siyue Wang, Wei Niu +8
cs.SDcs.LGeess.ASarXiv:2002.11474v12020
DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors
Keon Lee, Dong Won Kim, Jaehyeon Kim +2
eess.AScs.AIcs.CLarXiv:2406.11427v22024
FocalCodec: Low-Bitrate Speech Coding via Focal Modulation Networks
Luca Della Libera, Francesco Paissan, Cem Subakan +1
cs.LGcs.AIcs.SDarXiv:2502.04465v22025
Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning
Brian Testa, Yi Xiao, Harshit Sharma +2
cs.LGcs.CRcs.SDarXiv:2211.09273v42022
Measuring Moral Inconsistencies in Large Language Models
Vamshi Krishna Bonagiri, Sreeram Vennam, Manas Gaur +1
cs.CLcs.LGarXiv:2402.01719v32024
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?
Richard Ren, Steven Basart, Adam Khoja +9
cs.LGcs.AIcs.CLarXiv:2407.21792v32024
Multimodal Machine Learning for Automated ICD Coding
Keyang Xu, Mike Lam, Jingzhi Pang +9
cs.LGstat.MLarXiv:1810.13348v42018
NAS-VAD: Neural Architecture Search for Voice Activity Detection
Daniel Rho, Jinhyeok Park, Jong Hwan Ko
cs.SDcs.LGeess.ASarXiv:2201.09032v22022
Nonparallel High-Quality Audio Super Resolution with Domain Adaptation and Resampling CycleGANs
Reo Yoneyama, Ryuichi Yamamoto, Kentaro Tachibana
eess.AScs.LGcs.SDarXiv:2210.15887v22022
A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals
Xuan Dong, Donald S. Williamson
eess.AScs.CLcs.LGarXiv:2007.15797v12020
PromptTTS++: Controlling Speaker Identity in Prompt-Based Text-to-Speech Using Natural Language Descriptions
Reo Shimizu, Ryuichi Yamamoto, Masaya Kawamura +4
eess.AScs.CLcs.LGarXiv:2309.08140v22023
Audio MultiChallenge: A Multi-Turn Evaluation of Spoken Dialogue Systems on Natural Human Interaction
Advait Gosai, Tyler Vuong, Utkarsh Tyagi +8
cs.SDcs.CLcs.LGarXiv:2512.14865v12025
VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners
Shen Yan, Tao Zhu, Zirui Wang +5
cs.CVcs.LGcs.MMarXiv:2212.04979v32022

Machine Learning

Review of automated time series forecasting pipelines

QTestBench: A Test Framework for Evaluating LLM-Generated Quantum Code

Diffusion Precipitation Generation with Medium-range Weather Forecasting

Graph Dynamical Networks for Unsupervised Learning of Atomic Scale Dynamics in Materials

SafeDreamer: Safe Reinforcement Learning with World Models

LESS is More: Rethinking Probabilistic Models of Human Behavior

Methodological reflections for AI alignment research using human feedback

Active Reward Learning from Multiple Teachers

Reinforcement Learning with Human Feedback for Realistic Traffic Simulation

Robust Building Damage Detection in Cross-Disaster Settings Using Domain Adaptation

Self-Generated Critiques Boost Reward Modeling for Language Models

Shortcut Learning in Geospatial Foundation Model Embeddings for Cross-Disaster Damage Assessment

Overcoming Data Imbalances with Expert Selection Biases

Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences

Towards Adversarial Retinal Image Synthesis

JitterVLA: A Replay Benchmark for Motion Quality in VLA-Driven Human-Robot Manipulation

Analysis of Heart Diseases Dataset using Neural Network Approach

FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning

GRATIS: GeneRAting TIme Series with diverse and controllable characteristics

A Big Data Enabled Channel Model for 5G Wireless Communication Systems

Uncertainty Estimation for Language Reward Models

A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models

Understanding Causality with Large Language Models: Feasibility and Opportunities

Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies

Language Models in the Loop: Incorporating Prompting into Weak Supervision

Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction

Designing Protein Structures from Natural Language

From Pixels to Legs: Hierarchical Learning of Quadruped Locomotion

Human-in-the-Loop Interpretability Prior

A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye View

Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization

GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking

Online Embedding Compression for Text Classification using Low Rank Matrix Factorization

Rank and run-time aware compression of NLP Applications

ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models

Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis

CoBe: A Benchmark For Conversational Counterfactual Text Editing

Reflective Linguistic Programming (RLP): A Stepping Stone in Socially-Aware AGI (SocialAGI)

Evaluating Deep Learning Approaches for Covid19 Fake News Detection

A unified scalable framework for causal sweeping strategies for Physics-Informed Neural Networks (PINNs) and their temporal decompositions

QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch

Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey

LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning

CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation

Neuromorphic Satellite Intelligence: A Formal Framework for Event-Driven Architectures, Spike-Based Algorithms, and Quantitative Energy-Accuracy Trade-offs

Point2Mesh: A Self-Prior for Deformable Meshes

An Empirical Study of Agent Skills' Downstream Utility

RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition

DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors

FocalCodec: Low-Bitrate Speech Coding via Focal Modulation Networks

Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning

Measuring Moral Inconsistencies in Large Language Models

Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?

Multimodal Machine Learning for Automated ICD Coding

NAS-VAD: Neural Architecture Search for Voice Activity Detection

Nonparallel High-Quality Audio Super Resolution with Domain Adaptation and Resampling CycleGANs

A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals

PromptTTS++: Controlling Speaker Identity in Prompt-Based Text-to-Speech Using Natural Language Descriptions

Audio MultiChallenge: A Multi-Turn Evaluation of Spoken Dialogue Systems on Natural Human Interaction

VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners