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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29,281 to 29,340 of 32,719

See it, Say it, Sorted: Mechanistic Diagnosis and Parameter-Space Mitigation of Emergent Misalignment in LLMs
Weiqiao Que, Ruizhe Li, Chengyu Wang +3
cs.LGcs.CLarXiv:2609.34970v12026
Accidental Vulnerability: Factors in Fine-Tuning that Shift Model Safeguards
Punya Syon Pandey, Samuel Simko, Kellin Pelrine +1
cs.CLcs.AIcs.LGarXiv:2505.16789v32025
COVID-19 Image Data Collection: Prospective Predictions Are the Future
Joseph Paul Cohen, Paul Morrison, Lan Dao +3
q-bio.QMcs.CVcs.LGarXiv:2006.11988v32020
D4: Improving LLM Pretraining via Document De-Duplication and Diversification
Kushal Tirumala, Daniel Simig, Armen Aghajanyan +1
cs.CLcs.AIcs.LGarXiv:2308.12284v12023
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training
Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski +8
cs.SDcs.CLcs.LGarXiv:2104.01027v22021
VinVL: Revisiting Visual Representations in Vision-Language Models
Pengchuan Zhang, Xiujun Li, Xiaowei Hu +5
cs.CVcs.AIcs.CLarXiv:2101.00529v22021
LakhNES: Improving multi-instrumental music generation with cross-domain pre-training
Chris Donahue, Huanru Henry Mao, Yiting Ethan Li +2
cs.SDcs.LGcs.MMarXiv:1907.04868v12019
Learning Symbolic Operators for Task and Motion Planning
Tom Silver, Rohan Chitnis, Joshua Tenenbaum +2
cs.ROcs.AIcs.LGarXiv:2103.00589v22021
Understanding Locally Competitive Networks
Rupesh Kumar Srivastava, Jonathan Masci, Faustino Gomez +1
cs.NEcs.LGarXiv:1410.1165v32014
HyDI: A hybrid Deep Learning-Inductive Logic Programming ensemble for multi-label classification
Simon Flügel, Till Mossakowski
cs.LGcs.LOarXiv:2609.37740v12026
SYNCR: Diagnosing and Learning Cross-Video Reasoning from Simulation
Sara Ghazanfari, Siddharth Garg, Prashanth Krishnamurthy +1
cs.CVcs.LGarXiv:2609.37918v12026
Valori: A Deterministic Memory Substrate for AI Systems
Varshith Gudur
cs.LGcs.AIcs.DBarXiv:2512.22280v12025
Training Spiking Deep Networks for Neuromorphic Hardware
Eric Hunsberger, Chris Eliasmith
cs.NEcs.LGarXiv:1611.05141v12016
Cross-Modal Translation and Alignment for Survival Analysis
Fengtao Zhou, Hao Chen
eess.IVcs.CVcs.LGarXiv:2309.12855v12023
Latent Geometry Beyond Search: Amortizing Planning in World Models
Hoang Nguyen, Xiaohao Xu, Xiaonan Huang
cs.ROcs.LGarXiv:2605.08732v22026
Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data
Shiping Yang, Jie Wu, Wenbiao Ding +7
cs.CLcs.AIcs.LGarXiv:2503.05587v32025
VIDEOP2R: Video Understanding from Perception to Reasoning
Yifan Jiang, Yueying Wang, Rui Zhao +4
cs.CVcs.AIcs.LGarXiv:2511.11113v22025
Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform
Myungseo Song, Jinyoung Choi, Bohyung Han
eess.IVcs.CVcs.LGarXiv:2108.09551v12021
MechProNet: Machine Learning Prediction of Mechanical Properties in Metal Additive Manufacturing
Parand Akbari, Masoud Zamani, Amir Mostafaei
cs.LGcond-mat.mtrl-scics.AIarXiv:2209.12605v22022
Group Representational Position Encoding
Yifan Zhang, Zixiang Chen, Yifeng Liu +6
cs.LGcs.AIcs.CLarXiv:2512.07805v62025
Applications of blockchain and artificial intelligence technologies for enabling prosumers in smart grids: A review
Weiqi Hua, Ying Chen, Meysam Qadrdan +3
cs.ITcs.AIcs.LGarXiv:2202.10098v12022
Text-only adaptation in LLM-based ASR through text denoising
Andrés Carofilis, Sergio Burdisso, Esaú Villatoro-Tello +8
cs.SDcs.CLcs.LGarXiv:2601.20900v32026
Chip-Chat: Challenges and Opportunities in Conversational Hardware Design
Jason Blocklove, Siddharth Garg, Ramesh Karri +1
cs.LGcs.ARcs.PLarXiv:2305.13243v22023
Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation
Gongping Chen, Lei Li, JianXun Zhang +1
eess.IVcs.CVcs.LGarXiv:2209.07193v42022
Multimodal Learning with Transformers: A Survey
Peng Xu, Xiatian Zhu, David A. Clifton
cs.CVcs.LGarXiv:2206.06488v22022
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces
Vernon J. Lawhern, Amelia J. Solon, Nicholas R. Waytowich +3
cs.LGq-bio.NCstat.MLarXiv:1611.08024v42016
MeMark: Membrane-Space Watermarking for Spiking Neural Networks
Roberto Riaño, Gorka Abad, Stjepan Picek +1
cs.CRcs.AIcs.LGarXiv:2608.25738v12026
Masked Feature Prediction for Self-Supervised Visual Pre-Training
Chen Wei, Haoqi Fan, Saining Xie +3
cs.CVcs.LGarXiv:2112.09133v22021
KVCMAS: Efficient KV cache Correction for Shared Context in Multi-Agent Systems
Hyesung Jeon, Hyeongju Ha, Seoyoung Lee +2
cs.LGarXiv:2609.34060v12026
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation
Chia-Wei Liu, Ryan Lowe, Iulian V. Serban +3
cs.CLcs.AIcs.LGarXiv:1603.08023v22016
Multiagent Cooperation and Competition with Deep Reinforcement Learning
Ardi Tampuu, Tambet Matiisen, Dorian Kodelja +5
cs.AIcs.LGq-bio.NCarXiv:1511.08779v12015
Neural GPUs Learn Algorithms
Łukasz Kaiser, Ilya Sutskever
cs.LGcs.NEarXiv:1511.08228v32015
Summaries:한국어
Federated Ensemble Forecasting Under Supply-Chain Market Volatility
Shunmukha Sagar Puppala
cs.LGarXiv:2608.21399v12026
Physics and Data Driven Transformer-Mamba Framework for Flow Field
Zhuo Zhang, Shun Zou, Canqun Yang +1
cs.LGarXiv:2609.29087v12026
Understanding Multilingual Medical ASR Adaptation Through Layer-Wise Analysis
Souranil Kahali, Rituparna Bose, Abner Hernandez +4
cs.CLcs.AIcs.LGarXiv:2608.18825v12026
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL
Nils Strodthoff, Patrick Wagner, Tobias Schaeffter +1
cs.LGstat.MLarXiv:2004.13701v12020
Benchmarking Active Spot Selection for Cost-Efficient Spatial Transcriptomics
Zheyu Zhu, Junchao Zhu, Fengbei Liu +7
cs.CVcs.LGq-bio.OTarXiv:2609.27208v12026
Automating Learner Assessment: Benchmarking Machine Learning and Deep Learning Models for EEG-Based Familiarity Prediction
Isuru Nanayakkara, Thilina Halloluwa
eess.SPcs.HCcs.LGarXiv:2608.16541v12026
HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Junying Chen, Chi Gui, Ruyi Ouyang +10
cs.CVcs.AIcs.CLarXiv:2406.19280v42024
VoiceDesigner: Text-to-Voice Generation and Editing via Unified Diffusion Modeling and Data Augmentation
Jiarui Hai, Karan Thakkar, Ke Chen +5
eess.AScs.LGarXiv:2608.13613v12026
HuRo: Robotizing Human Videos for Scalable VLA Pretraining
Jinho Jeong, Se June Joo, Jaehyun Kang +4
cs.ROcs.CVcs.LGarXiv:2609.10706v12026
End-to-End Model-Free Reinforcement Learning for Urban Driving using Implicit Affordances
Marin Toromanoff, Emilie Wirbel, Fabien Moutarde
cs.LGcs.AIcs.CVarXiv:1911.10868v22019
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis
Satoki Ishikawa, Makoto Yamada, Han Bao +1
cs.LGarXiv:2405.14650v22024
Tagged Back-Translation
Isaac Caswell, Ciprian Chelba, David Grangier
cs.CLcs.LGarXiv:1906.06442v12019
Proton Irradiation Characterization of an Open-Source ML Accelerator on a Zynq UltraScale+ MPSoC
Saad Memon, Rafal Graczyk, Jan Swakoń +3
cs.ARcs.ETcs.LGarXiv:2609.05249v12026
Decentralized Federated Learning: A Survey on Security and Privacy
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif +2
cs.CRcs.AIcs.LGarXiv:2401.17319v12024
TorchGeo: Deep Learning With Geospatial Data
Adam J. Stewart, Caleb Robinson, Isaac A. Corley +3
cs.CVcs.LGarXiv:2111.08872v42021
LFTK: Handcrafted Features in Computational Linguistics
Bruce W. Lee, Jason Hyung-Jong Lee
cs.CLcs.LGarXiv:2305.15878v22023
EHCTNet: Enhanced Hybrid of CNN and Transformer Network for Remote Sensing Image Change Detection
Junjie Yang, Haibo Wan, Zhihai Shang
cs.CVcs.LGarXiv:2501.01238v12025
ResonAct: Streaming Metrics for Runtime Diagnosis and Self-Healing in Multi-Agent Systems
Tarun Chintada, Neelamadhav Gantayat, Ishaan Romil +3
cs.AIcs.LGarXiv:2609.34701v12026
Detection of AI Deepfake and Fraud in Online Payments Using GAN-Based Models
Zong Ke, Shicheng Zhou, Yining Zhou +2
cs.LGcs.CRcs.CVarXiv:2501.07033v32025
Mass-Producing Failures of Multimodal Systems with Language Models
Shengbang Tong, Erik Jones, Jacob Steinhardt
cs.LGcs.CLcs.SEarXiv:2306.12105v22023
ReCAT: Remember, Count, and Time: Structured Recurrent Memory for Robot Manipulation
Pankhuri Vanjani, Mostafa Hatab, Can Mizrakli +4
cs.ROcs.AIcs.CVarXiv:2609.35200v12026
Power Transformer Health Index and Life Span Assessment: A Comprehensive Review of Conventional and Machine Learning based Approaches
Syeda Tahreem Zahra, Syed Kashif Imdad, Sohail Khan +2
cs.LGcs.AIarXiv:2504.15310v12025
AgentPerfBench: A Benchmarking and Evaluation Suite for Inference Performance of Agentic LLMs
Cheuk Hang Lau, Zeyu Cao, Kevin Wong Cheuk Yin +6
cs.LGarXiv:2609.34683v12026
Do Emotion Concepts Generalize Across Sources, Modalities, and Architectures in Vision-Language Models?
Bohao Xing, Xin Liu, Kaishen Yuan +5
cs.CVcs.LGarXiv:2609.34742v12026
N\"urnberg NLP at ChildSafeAds 2026: Structurally Dissimilar Voter Ensembles under Four Levels of Data Access
Philipp Steigerwald, Eric Rudolph, Jens Albrecht
cs.CLcs.LGarXiv:2609.34986v12026
Learning Sensor Multiplexing Design through Back-propagation
Ayan Chakrabarti
cs.LGstat.MLarXiv:1605.07078v22016
On the Effectiveness of Low Frequency Perturbations
Yash Sharma, Gavin Weiguang Ding, Marcus Brubaker
cs.CVcs.CRcs.LGarXiv:1903.00073v22019
TRACE: Expert-Aligned ECG Representation Learning with Rigorous Benchmarking and Real-World Validation in Acute Cardiac Care
Lovely Yeswanth Panchumarthi, Andrew Lu, Saurabh Kataria +11
cs.LGcs.AIarXiv:2609.34088v12026

Machine Learning

See it, Say it, Sorted: Mechanistic Diagnosis and Parameter-Space Mitigation of Emergent Misalignment in LLMs

Accidental Vulnerability: Factors in Fine-Tuning that Shift Model Safeguards

COVID-19 Image Data Collection: Prospective Predictions Are the Future

D4: Improving LLM Pretraining via Document De-Duplication and Diversification

Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training

VinVL: Revisiting Visual Representations in Vision-Language Models

LakhNES: Improving multi-instrumental music generation with cross-domain pre-training

Learning Symbolic Operators for Task and Motion Planning

Understanding Locally Competitive Networks

HyDI: A hybrid Deep Learning-Inductive Logic Programming ensemble for multi-label classification

SYNCR: Diagnosing and Learning Cross-Video Reasoning from Simulation

Valori: A Deterministic Memory Substrate for AI Systems

Training Spiking Deep Networks for Neuromorphic Hardware

Cross-Modal Translation and Alignment for Survival Analysis

Latent Geometry Beyond Search: Amortizing Planning in World Models

Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data

VIDEOP2R: Video Understanding from Perception to Reasoning

Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform

MechProNet: Machine Learning Prediction of Mechanical Properties in Metal Additive Manufacturing

Group Representational Position Encoding

Applications of blockchain and artificial intelligence technologies for enabling prosumers in smart grids: A review

Text-only adaptation in LLM-based ASR through text denoising

Chip-Chat: Challenges and Opportunities in Conversational Hardware Design

Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation

Multimodal Learning with Transformers: A Survey

EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces

MeMark: Membrane-Space Watermarking for Spiking Neural Networks

Masked Feature Prediction for Self-Supervised Visual Pre-Training

KVCMAS: Efficient KV cache Correction for Shared Context in Multi-Agent Systems

How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation

Multiagent Cooperation and Competition with Deep Reinforcement Learning

Neural GPUs Learn Algorithms

Federated Ensemble Forecasting Under Supply-Chain Market Volatility

Physics and Data Driven Transformer-Mamba Framework for Flow Field

Understanding Multilingual Medical ASR Adaptation Through Layer-Wise Analysis

Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL

Benchmarking Active Spot Selection for Cost-Efficient Spatial Transcriptomics

Automating Learner Assessment: Benchmarking Machine Learning and Deep Learning Models for EEG-Based Familiarity Prediction

HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

VoiceDesigner: Text-to-Voice Generation and Editing via Unified Diffusion Modeling and Data Augmentation

HuRo: Robotizing Human Videos for Scalable VLA Pretraining

End-to-End Model-Free Reinforcement Learning for Urban Driving using Implicit Affordances

PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis

Tagged Back-Translation

Proton Irradiation Characterization of an Open-Source ML Accelerator on a Zynq UltraScale+ MPSoC

Decentralized Federated Learning: A Survey on Security and Privacy

TorchGeo: Deep Learning With Geospatial Data

LFTK: Handcrafted Features in Computational Linguistics

EHCTNet: Enhanced Hybrid of CNN and Transformer Network for Remote Sensing Image Change Detection

ResonAct: Streaming Metrics for Runtime Diagnosis and Self-Healing in Multi-Agent Systems

Detection of AI Deepfake and Fraud in Online Payments Using GAN-Based Models

Mass-Producing Failures of Multimodal Systems with Language Models

ReCAT: Remember, Count, and Time: Structured Recurrent Memory for Robot Manipulation

Power Transformer Health Index and Life Span Assessment: A Comprehensive Review of Conventional and Machine Learning based Approaches

AgentPerfBench: A Benchmarking and Evaluation Suite for Inference Performance of Agentic LLMs

Do Emotion Concepts Generalize Across Sources, Modalities, and Architectures in Vision-Language Models?

N\"urnberg NLP at ChildSafeAds 2026: Structurally Dissimilar Voter Ensembles under Four Levels of Data Access

Learning Sensor Multiplexing Design through Back-propagation

On the Effectiveness of Low Frequency Perturbations

TRACE: Expert-Aligned ECG Representation Learning with Rigorous Benchmarking and Real-World Validation in Acute Cardiac Care