Machine Learning

Authors and titles for recent submissions, skipping first 437

• Fri, 3 May 2024
• Thu, 2 May 2024
• Wed, 1 May 2024
• Tue, 30 Apr 2024
• Mon, 29 Apr 2024

Tue, 30 Apr 2024 (continued, showing 25 of 184 entries)

[438]  arXiv:2404.17609 [pdf, other]

Title: CoSD: Collaborative Stance Detection with Contrastive Heterogeneous Topic Graph Learning

Authors: Yinghan Cheng, Qi Zhang, Chongyang Shi, Liang Xiao, Shufeng Hao, Liang Hu

Comments: 13 pages

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[439]  arXiv:2404.18928 (cross-list from cs.CV) [pdf, other]

Title: Stylus: Automatic Adapter Selection for Diffusion Models

Authors: Michael Luo, Justin Wong, Brandon Trabucco, Yanping Huang, Joseph E. Gonzalez, Zhifeng Chen, Ruslan Salakhutdinov, Ion Stoica

Comments: Project Website: this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Graphics (cs.GR); Machine Learning (cs.LG)

[440]  arXiv:2404.18926 (cross-list from cs.RO) [pdf, other]

Title: Point Cloud Models Improve Visual Robustness in Robotic Learners

Authors: Skand Peri, Iain Lee, Chanho Kim, Li Fuxin, Tucker Hermans, Stefan Lee

Comments: Accepted at International Conference on Robotics and Automation, 2024

Subjects: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[441]  arXiv:2404.18911 (cross-list from cs.CL) [pdf, other]

Title: Kangaroo: Lossless Self-Speculative Decoding via Double Early Exiting

Authors: Fangcheng Liu, Yehui Tang, Zhenhua Liu, Yunsheng Ni, Kai Han, Yunhe Wang

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[442]  arXiv:2404.18905 (cross-list from stat.ME) [pdf, other]

Title: Detecting critical treatment effect bias in small subgroups

Authors: Piersilvio De Bartolomeis, Javier Abad, Konstantin Donhauser, Fanny Yang

Comments: Accepted for presentation at the Conference on Uncertainty in Artificial Intelligence (UAI) 2024

Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Machine Learning (stat.ML)

[443]  arXiv:2404.18893 (cross-list from cs.DS) [pdf, other]

Title: Learning general Gaussian mixtures with efficient score matching

Authors: Sitan Chen, Vasilis Kontonis, Kulin Shah

Comments: 57 pages

Subjects: Data Structures and Algorithms (cs.DS); Machine Learning (cs.LG); Machine Learning (stat.ML)

[444]  arXiv:2404.18891 (cross-list from cs.CV) [pdf, other]

Title: IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation

Authors: Kebin Wu, Wenbin Li, Xiaofei Xiao

Comments: 7 pages, 2 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[445]  arXiv:2404.18881 (cross-list from cs.HC) [pdf, other]

Title: Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking

Authors: Hong Jin Kang, Fabrice Harel-Canada, Muhammad Ali Gulzar, Violet Peng, Miryung Kim

Comments: NAACL 2024 Findings

Subjects: Human-Computer Interaction (cs.HC); Machine Learning (cs.LG); Software Engineering (cs.SE)

[446]  arXiv:2404.18840 (cross-list from quant-ph) [pdf, other]

Title: Fast Quantum Process Tomography via Riemannian Gradient Descent

Authors: Daniel Volya, Andrey Nikitin, Prabhat Mishra

Subjects: Quantum Physics (quant-ph); Machine Learning (cs.LG)

[447]  arXiv:2404.18824 (cross-list from cs.CL) [pdf, other]

Title: Benchmarking Benchmark Leakage in Large Language Models

Authors: Ruijie Xu, Zengzhi Wang, Run-Ze Fan, Pengfei Liu

Comments: 30 pages; Homepage: this https URL

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[448]  arXiv:2404.18821 (cross-list from eess.SY) [pdf, other]

Title: Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies

Authors: Seyed Soroush Karimi Madahi, Gargya Gokhale, Marie-Sophie Verwee, Bert Claessens, Chris Develder

Comments: ACM e-Energy 2024

Subjects: Systems and Control (eess.SY); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[449]  arXiv:2404.18813 (cross-list from eess.SY) [pdf, other]

Title: Safe Reach Set Computation via Neural Barrier Certificates

Authors: Alessandro Abate, Sergiy Bogomolov, Alec Edwards, Kostiantyn Potomkin, Sadegh Soudjani, Paolo Zuliani

Comments: IFAC Conference on Analysis and Design of Hybrid Systems

Subjects: Systems and Control (eess.SY); Machine Learning (cs.LG); Logic in Computer Science (cs.LO)

[450]  arXiv:2404.18807 (cross-list from hep-ph) [pdf, other]

Title: The Landscape of Unfolding with Machine Learning

Authors: Nathan Huetsch, Javier Mariño Villadamigo, Alexander Shmakov, Sascha Diefenbacher, Vinicius Mikuni, Theo Heimel, Michael Fenton, Kevin Greif, Benjamin Nachman, Daniel Whiteson, Anja Butter, Tilman Plehn

Subjects: High Energy Physics - Phenomenology (hep-ph); Machine Learning (cs.LG); High Energy Physics - Experiment (hep-ex)

[451]  arXiv:2404.18801 (cross-list from cs.CV) [pdf, other]

Title: A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden

Authors: Vishal Purohit, Wenxin Jiang, Akshath R. Ravikiran, James C. Davis

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Software Engineering (cs.SE)

[452]  arXiv:2404.18769 (cross-list from stat.ML) [pdf, other]

Title: Learning with Norm Constrained, Over-parameterized, Two-layer Neural Networks

Authors: Fanghui Liu, Leello Dadi, Volkan Cevher

Comments: Accepted by JMLR

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[453]  arXiv:2404.18758 (cross-list from cs.CV) [pdf, other]

Title: Transitive Vision-Language Prompt Learning for Domain Generalization

Authors: Liyuan Wang, Yan Jin, Zhen Chen, Jinlin Wu, Mengke Li, Yang Lu, Hanzi Wang

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[454]  arXiv:2404.18731 (cross-list from cs.CV) [pdf, other]

Title: Real Time Multi Organ Classification on Computed Tomography Images

Authors: Halid Ziya Yerebakan, Yoshihisa Shinagawa, Gerardo Hermosillo Valadez

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[455]  arXiv:2404.18673 (cross-list from cs.DB) [pdf, other]

Title: Open-Source Drift Detection Tools in Action: Insights from Two Use Cases

Authors: Rieke Müller, Mohamed Abdelaal, Davor Stjelja

Subjects: Databases (cs.DB); Machine Learning (cs.LG)

[456]  arXiv:2404.18663 (cross-list from cs.CV) [pdf, ps, other]

Title: Terrain characterisation for online adaptability of automated sonar processing: Lessons learnt from operationally applying ATR to sidescan sonar in MCM applications

Authors: Thomas Guerneve, Stephanos Loizou, Andrea Munafo, Pierre-Yves Mignotte

Comments: Presented at UACE (Underwater Acoustics Conference & Exhibition) 2023, Kalamata, Greece

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Robotics (cs.RO); Software Engineering (cs.SE)

[457]  arXiv:2404.18624 (cross-list from cs.CL) [pdf, other]

Title: Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?

Authors: Letitia Parcalabescu, Anette Frank

Comments: 27 pages, from which 12 pages contain the text of the main paper. 8 figures, 11 tables

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[458]  arXiv:2404.18543 (cross-list from cs.CL) [pdf, other]

Title: Time Machine GPT

Authors: Felix Drinkall, Eghbal Rahimikia, Janet B. Pierrehumbert, Stefan Zohren

Comments: NAACL Findings 2024

Subjects: Computation and Language (cs.CL); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG)

[459]  arXiv:2404.18532 (cross-list from cs.CL) [pdf, other]

Title: MileBench: Benchmarking MLLMs in Long Context

Authors: Dingjie Song, Shunian Chen, Guiming Hardy Chen, Fei Yu, Xiang Wan, Benyou Wang

Comments: 29 pages, 13 figures, 14 tables

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[460]  arXiv:2404.18531 (cross-list from cs.SE) [pdf, other]

Title: A Framework to Model ML Engineering Processes

Authors: Sergio Morales, Robert Clarisó, Jordi Cabot

Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[461]  arXiv:2404.18514 (cross-list from cs.SD) [pdf, other]

Title: A Systematic Evaluation of Adversarial Attacks against Speech Emotion Recognition Models

Authors: Nicolas Facchinetti, Federico Simonetta, Stavros Ntalampiras

Subjects: Sound (cs.SD); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[462]  arXiv:2404.18458 (cross-list from eess.IV) [pdf, ps, other]

Title: Autonomous Quality and Hallucination Assessment for Virtual Tissue Staining and Digital Pathology

Authors: Luzhe Huang, Yuzhu Li, Nir Pillar, Tal Keidar Haran, William Dean Wallace, Aydogan Ozcan

Comments: 37 Pages, 7 Figures

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Medical Physics (physics.med-ph)

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