Machine Learning

Authors and titles for recent submissions, skipping first 512

• Fri, 24 May 2024
• Wed, 22 May 2024
• Tue, 21 May 2024
• Mon, 20 May 2024
• Fri, 17 May 2024

Wed, 22 May 2024 (continued, showing 25 of 112 entries)

[513]  arXiv:2405.12705 (cross-list from cs.CV) [pdf, other]

Title: Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting

Authors: Omar Hamed, Souhail Bakkali, Marie-Francine Moens, Matthew Blaschko, Jordy Van Landeghem

Comments: Accepted at ICDAR 2024

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

[514]  arXiv:2405.12684 (cross-list from stat.ML) [pdf, ps, other]

Title: Model Free Prediction with Uncertainty Assessment

Authors: Yuling Jiao, Lican Kang, Jin Liu, Heng Peng, Heng Zuo

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

[515]  arXiv:2405.12666 (cross-list from cs.SD) [pdf, other]

Title: SYMPLEX: Controllable Symbolic Music Generation using Simplex Diffusion with Vocabulary Priors

Authors: Nicolas Jonason, Luca Casini, Bob L.T. Sturm

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

[516]  arXiv:2405.12612 (cross-list from cs.CL) [pdf, other]

Title: Tagengo: A Multilingual Chat Dataset

Authors: Peter Devine

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

[517]  arXiv:2405.12584 (cross-list from eess.IV) [pdf, other]

Title: Is Dataset Quality Still a Concern in Diagnosis Using Large Foundation Model?

Authors: Ziqin Lin, Heng Li, Zinan Li, Huazhu Fu, Jiang Liu

Comments: 10 pages, 6 figures

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[518]  arXiv:2405.12573 (cross-list from cs.RO) [pdf, other]

Title: EchoPT: A Pretrained Transformer Architecture that Predicts 2D In-Air Sonar Images for Mobile Robotics

Authors: Jan Steckel, Wouter Jansen, Nico Huebel

Subjects: Robotics (cs.RO); Machine Learning (cs.LG); Signal Processing (eess.SP); Systems and Control (eess.SY)

[519]  arXiv:2405.12553 (cross-list from stat.ML) [pdf, other]

Title: Uncertainty quantification by block bootstrap for differentially private stochastic gradient descent

Authors: Holger Dette, Carina Graw

Subjects: Machine Learning (stat.ML); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Statistics Theory (math.ST); Computation (stat.CO)

[520]  arXiv:2405.12531 (cross-list from cs.CV) [pdf, other]

Title: CustomText: Customized Textual Image Generation using Diffusion Models

Authors: Shubham Paliwal, Arushi Jain, Monika Sharma, Vikram Jamwal, Lovekesh Vig

Comments: Accepted by AI for Content Creation (AI4CC) workshop at CVPR 2024

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

[521]  arXiv:2405.12522 (cross-list from cs.CL) [pdf, other]

Title: Sparse Autoencoders Enable Scalable and Reliable Circuit Identification in Language Models

Authors: Charles O'Neill, Thang Bui

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

[522]  arXiv:2405.12463 (cross-list from math.OC) [pdf, other]

Title: Stochastic Learning of Computational Resource Usage as Graph Structured Multimarginal Schrödinger Bridge

Authors: Georgiy A. Bondar, Robert Gifford, Linh Thi Xuan Phan, Abhishek Halder

Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Systems and Control (eess.SY); Machine Learning (stat.ML)

[523]  arXiv:2405.12456 (cross-list from eess.IV) [pdf, other]

Title: Mutual Information Analysis in Multimodal Learning Systems

Authors: Hadi Hadizadeh, S. Faegheh Yeganli, Bahador Rashidi, Ivan V. Bajić

Comments: 6 pages, 7 figures, IEEE MIPR 2024

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[524]  arXiv:2405.12424 (cross-list from cs.RO) [pdf, other]

Title: Rethinking Robustness Assessment: Adversarial Attacks on Learning-based Quadrupedal Locomotion Controllers

Authors: Fan Shi, Chong Zhang, Takahiro Miki, Joonho Lee, Marco Hutter, Stelian Coros

Comments: RSS 2024

Subjects: Robotics (cs.RO); Machine Learning (cs.LG)

[525]  arXiv:2405.12419 (cross-list from cs.CV) [pdf, other]

Title: GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D

Authors: Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Milad Cheraghalikhani, Gustavo Adolfo Vargas Hakim, David Osowiechi, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers

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

[526]  arXiv:2405.12390 (cross-list from stat.ML) [pdf, other]

Title: A Metric-based Principal Curve Approach for Learning One-dimensional Manifold

Authors: Elvis Han Cui, Sisi Shao

Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Applications (stat.AP)

[527]  arXiv:2405.12386 (cross-list from stat.ML) [pdf, other]

Title: Particle swarm optimization with Applications to Maximum Likelihood Estimation and Penalized Negative Binomial Regression

Authors: Sisi Shao, Junhyung Park, Weng Kee Wong

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Applications (stat.AP); Computation (stat.CO)

[528]  arXiv:2405.12384 (cross-list from cs.CR) [pdf, other]

Title: Vulnerability Detection with Deep Learning

Authors: Zhen Huang, Amy Aumpansub

Subjects: Cryptography and Security (cs.CR); Machine Learning (cs.LG)

[529]  arXiv:2405.12377 (cross-list from eess.SY) [pdf, ps, other]

Title: Spatio-temporal Attention-based Hidden Physics-informed Neural Network for Remaining Useful Life Prediction

Authors: Feilong Jiang, Xiaonan Hou, Min Xia

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

[530]  arXiv:2405.12356 (cross-list from physics.bio-ph) [pdf, other]

Title: Coarse-graining conformational dynamics with multi-dimensional generalized Langevin equation: how, when, and why

Authors: Pinchen Xie, Yunrui Qiu, Weinan E

Subjects: Biological Physics (physics.bio-ph); Machine Learning (cs.LG); Chemical Physics (physics.chem-ph); Data Analysis, Statistics and Probability (physics.data-an)

[531]  arXiv:2405.12354 (cross-list from quant-ph) [pdf, other]

Title: A Study on Optimization Techniques for Variational Quantum Circuits in Reinforcement Learning

Authors: Michael Kölle, Timo Witter, Tobias Rohe, Gerhard Stenzel, Philipp Altmann, Thomas Gabor

Comments: Accepted at QSW 2024

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

[532]  arXiv:2405.12327 (cross-list from cs.IR) [pdf, other]

Title: Diversifying by Intent in Recommender Systems

Authors: Yuyan Wang, Cheenar Banerjee, Samer Chucri, Fabio Soldo, Sriraj Badam, Ed H. Chi, Minmin Chen

Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)

[533]  arXiv:2405.12317 (cross-list from stat.ML) [pdf, other]

Title: Kernel spectral joint embeddings for high-dimensional noisy datasets using duo-landmark integral operators

Authors: Xiucai Ding, Rong Ma

Comments: 32 pages, 5 figures; comments are welcome

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

[534]  arXiv:2405.12309 (cross-list from quant-ph) [pdf, other]

Title: Accurate Learning of Equivariant Quantum Systems from a Single Ground State

Authors: Štěpán Šmíd, Roberto Bondesan

Comments: 5 pages, 3 figures

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

[535]  arXiv:2405.12300 (cross-list from cond-mat.mtrl-sci) [pdf, ps, other]

Title: Integration of Scanning Probe Microscope with High-Performance Computing: fixed-policy and reward-driven workflows implementation

Authors: Yu Liu, Utkarsh Pratiush, Jason Bemis, Roger Proksch, Reece Emery, Philip D. Rack, Yu-Chen Liu, Jan-Chi Yang, Stanislav Udovenko, Susan Trolier-McKinstry, Sergei V. Kalinin

Comments: 16 pages, 7 figures

Subjects: Materials Science (cond-mat.mtrl-sci); Machine Learning (cs.LG)

[536]  arXiv:2405.12266 (cross-list from cs.CR) [pdf, other]

Title: EGAN: Evolutional GAN for Ransomware Evasion

Authors: Daniel Commey, Benjamin Appiah, Bill K. Frimpong, Isaac Osei, Ebenezer N. A. Hammond, Garth V. Crosby

Journal-ref: 2023 IEEE 48th Conference on Local Computer Networks (LCN), Daytona Beach, FL, USA, 2023, pp. 1-9

Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[537]  arXiv:2405.12258 (cross-list from q-bio.QM) [pdf, ps, other]

Title: Scientific Hypothesis Generation by a Large Language Model: Laboratory Validation in Breast Cancer Treatment

Authors: Abbi Abdel-Rehim, Hector Zenil, Oghenejokpeme Orhobor, Marie Fisher, Ross J. Collins, Elizabeth Bourne, Gareth W. Fearnley, Emma Tate, Holly X. Smith, Larisa N. Soldatova, Ross D. King

Comments: 20 pages, 7 tables. Supplementary information available

Subjects: Quantitative Methods (q-bio.QM); Machine Learning (cs.LG); Cell Behavior (q-bio.CB)

• Fri, 24 May 2024
• Wed, 22 May 2024
• Tue, 21 May 2024
• Mon, 20 May 2024
• Fri, 17 May 2024