Artificial Intelligence

Authors and titles for recent submissions, skipping first 150

• Fri, 17 May 2024
• Thu, 16 May 2024
• Wed, 15 May 2024
• Tue, 14 May 2024
• Mon, 13 May 2024

Thu, 16 May 2024 (continued, showing last 2 of 54 entries)

[151]  arXiv:2405.08838 (cross-list from cs.SD) [pdf, other]

Title: PolyGlotFake: A Novel Multilingual and Multimodal DeepFake Dataset

Authors: Yang Hou, Haitao Fu, Chuankai Chen, Zida Li, Haoyu Zhang, Jianjun Zhao

Comments: 13 page, 4 figures

Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)

[152]  arXiv:2405.08834 (cross-list from cs.LG) [pdf, other]

Title: Adversarial Machine Learning Threats to Spacecraft

Authors: Rajiv Thummala, Shristi Sharma, Matteo Calabrese, Gregory Falco

Comments: Preprint

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

Wed, 15 May 2024 (showing first 23 of 72 entries)

[153]  arXiv:2405.08131 [pdf, other]

Title: When factorization meets argumentation: towards argumentative explanations

Authors: Jinfeng Zhong, Elsa Negre

Comments: arXiv admin note: substantial text overlap with arXiv:2310.16157

Subjects: Artificial Intelligence (cs.AI)

[154]  arXiv:2405.08792 (cross-list from cs.LG) [pdf, other]

Title: Towards Enhanced RAC Accessibility: Leveraging Datasets and LLMs

Authors: Edison Jair Bejarano Sepulveda, Nicolai Potes Hector, Santiago Pineda Montoya, Felipe Ivan Rodriguez, Jaime Enrique Orduy, Alec Rosales Cabezas, Danny Traslaviña Navarrete, Sergio Madrid Farfan

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

[155]  arXiv:2405.08790 (cross-list from eess.SP) [pdf, other]

Title: Kolmogorov-Arnold Networks (KANs) for Time Series Analysis

Authors: Cristian J. Vaca-Rubio, Luis Blanco, Roberto Pereira, Màrius Caus

Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[156]  arXiv:2405.08780 (cross-list from cs.CV) [pdf, ps, other]

Title: Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling

Authors: Gregory Holste, Mingquan Lin, Ruiwen Zhou, Fei Wang, Lei Liu, Qi Yan, Sarah H. Van Tassel, Kyle Kovacs, Emily Y. Chew, Zhiyong Lu, Zhangyang Wang, Yifan Peng

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

[157]  arXiv:2405.08768 (cross-list from cs.CV) [pdf, other]

Title: EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training

Authors: Yulin Wang, Yang Yue, Rui Lu, Yizeng Han, Shiji Song, Gao Huang

Comments: Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Journal version of arXiv:2211.09703 (ICCV 2023). Code is available at: this https URL

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

[158]  arXiv:2405.08760 (cross-list from cs.CL) [pdf, other]

Title: Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Intent Resolution in LLMs

Authors: Akhila Yerukola, Saujas Vaduguru, Daniel Fried, Maarten Sap

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

[159]  arXiv:2405.08755 (cross-list from cs.CR) [pdf, other]

Title: Distributed Threat Intelligence at the Edge Devices: A Large Language Model-Driven Approach

Authors: Syed Mhamudul Hasan, Alaa M. Alotaibi, Sajedul Talukder, Abdur R. Shahid

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

[160]  arXiv:2405.08729 (cross-list from cs.CL) [pdf, other]

Title: Targeted Augmentation for Low-Resource Event Extraction

Authors: Sijia Wang, Lifu Huang

Comments: 15 pages, NAACL 2024

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

[161]  arXiv:2405.08726 (cross-list from cs.RO) [pdf, other]

Title: I-CTRL: Imitation to Control Humanoid Robots Through Constrained Reinforcement Learning

Authors: Yashuai Yan, Esteve Valls Mascaro, Tobias Egle, Dongheui Lee

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)

[162]  arXiv:2405.08717 (cross-list from cs.CV) [pdf, other]

Title: How Much You Ate? Food Portion Estimation on Spoons

Authors: Aaryam Sharma, Chris Czarnecki, Yuhao Chen, Pengcheng Xi, Linlin Xu, Alexander Wong

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

[163]  arXiv:2405.08681 (cross-list from cs.CV) [pdf, other]

Title: Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis

Authors: Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong hu, Yiyu Shi

Comments: 13 pages, 3 figures, early accepted by International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024

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

[164]  arXiv:2405.08679 (cross-list from cs.SD) [pdf, other]

Title: Investigating Design Choices in Joint-Embedding Predictive Architectures for General Audio Representation Learning

Authors: Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Geoffroy Peeters

Comments: Self-supervision in Audio, Speech and Beyond workshop, IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024

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

[165]  arXiv:2405.08674 (cross-list from cs.LG) [pdf, other]

Title: Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models

Authors: Bingdong Li, Zixiang Di, Yongfan Lu, Hong Qian, Feng Wang, Peng Yang, Ke Tang, Aimin Zhou

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

[166]  arXiv:2405.08668 (cross-list from cs.CV) [pdf, other]

Title: Promoting AI Equity in Science: Generalized Domain Prompt Learning for Accessible VLM Research

Authors: Qinglong Cao, Yuntian Chen, Lu Lu, Hao Sun, Zhenzhong Zeng, Xiaokang Yang, Dongxiao Zhang

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

[167]  arXiv:2405.08658 (cross-list from eess.IV) [pdf, other]

Title: Beyond the Black Box: Do More Complex Models Provide Superior XAI Explanations?

Authors: Mateusz Cedro, Marcin Chlebus

Comments: 15 pages, 9 figures, 5 tables

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

[168]  arXiv:2405.08655 (cross-list from cs.RO) [pdf, other]

Title: A Distributed Approach to Autonomous Intersection Management via Multi-Agent Reinforcement Learning

Authors: Matteo Cederle, Marco Fabris, Gian Antonio Susto

Comments: 15 pages, 2 figures, submitted to Agents in Traffic and Transportation (ATT2024)

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)

[169]  arXiv:2405.08654 (cross-list from cs.LG) [pdf, other]

Title: Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring

Authors: Khoi Tran Dang, Kevin Delmas, Jérémie Guiochet, Joris Guérin

Comments: 13 pages, 5 figures, 6 tables. To appear in the proceedings of the 40th Conference on Uncertainty in Artificial Intelligence (UAI 2024)

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

[170]  arXiv:2405.08644 (cross-list from cs.CL) [pdf, other]

Title: Thinking Tokens for Language Modeling

Authors: David Herel, Tomas Mikolov

Comments: AITP 2023 (May 10, 2023)

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

[171]  arXiv:2405.08604 (cross-list from cs.LG) [pdf, other]

Title: Towards Geometry-Aware Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization

Authors: Yongfan Lu, Zixiang Di, Bingdong Li, Shengcai Liu, Hong Qian, Peng Yang, Ke Tang, Aimin Zhou

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

[172]  arXiv:2405.08587 (cross-list from cs.CV) [pdf, other]

Title: EchoTracker: Advancing Myocardial Point Tracking in Echocardiography

Authors: Md Abulkalam Azad, Artem Chernyshov, John Nyberg, Ingrid Tveten, Lasse Lovstakken, Håvard Dalen, Bjørnar Grenne, Andreas Østvik

Comments: Submitted version that got provisionally (early) accepted (top 11%) to MICCAI2024

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

[173]  arXiv:2405.08576 (cross-list from cs.RO) [pdf, other]

Title: Hearing Touch: Audio-Visual Pretraining for Contact-Rich Manipulation

Authors: Jared Mejia, Victoria Dean, Tess Hellebrekers, Abhinav Gupta

Comments: Accepted to ICRA 2024

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

[174]  arXiv:2405.08540 (cross-list from cs.LG) [pdf, other]

Title: Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization

Authors: Rui Li, Chaozhuo Li, Yanming Shen, Zeyu Zhang, Xu Chen

Comments: Accepted by ICML 2024

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

[175]  arXiv:2405.08528 (cross-list from cs.SE) [pdf, other]

Title: From Internet of Things Data to Business Processes: Challenges and a Framework

Authors: Juergen Mangler, Ronny Seiger, Janik-Vasily Benzin, Joscha Grüger, Yusuf Kirikkayis, Florian Gallik, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Marco Franceschetti, Barbara Weber, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio, Manfred Reichert

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

• Fri, 17 May 2024
• Thu, 16 May 2024
• Wed, 15 May 2024
• Tue, 14 May 2024
• Mon, 13 May 2024