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Aristotelis Ballas
Aristotelis Ballas
PhD Candidate & Researcher in DL, Dpt of Informatics and Telematics, Harokopio University of Athens
Verified email at hua.gr - Homepage
Title
Cited by
Cited by
Year
Listen2YourHeart: A Self-Supervised Approach for Detecting Murmur in Heart-Beat Sounds
A Ballas, V Papapanagiotou, A Delopoulos, C Diou
2022 Computing in Cardiology (CinC), 2022
14*2022
Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks
A Ballas, C Diou
IEEE Transactions on Emerging Topics in Computational Intelligence 8, 44-54, 2023
92023
CNNs with Multi-Level Attention for Domain Generalization
A Ballas, C Diou
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval K, 2023
42023
Multi-layer Representation Learning for Robust OOD Image Classification
A Ballas, C Diou
Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 1-4, 2022
42022
An artificial intelligence outlook for colorectal cancer screening
P Katrakazas, A Ballas, M Anisetti, I Spais
2022 IEEE Eighth International Conference on Big Data Computing Service and K, 2022
42022
A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks
A Ballas, C Diou
2022 IEEE Eighth International Conference on Big Data Computing Service and K, 2022
42022
[to_abR: A Web Application for the Visualization and Analysis of Click-Evoked Auditory Brainstem Responses
A Ballas, P Katrakazas
Digital 1 (4), 188-197, 2021
32021
CNN Feature Map Augmentation for Single-Source Domain Generalization
A Ballas, C Diou
2023 IEEE Ninth International Conference on Big Data Computing Service and K, 2023
22023
Multi-Scale and Multi-Layer Contrastive Learning for Domain Generalization
A Ballas, C Diou
IEEE Transactions on Artificial Intelligence, 2024
2024
Which Augmentation Should I Use? An Empirical Investigation of Augmentations for Self-Supervised Phonocardiogram Representation Learning
A Ballas, V Papapanagiotou, C Diou
arXiv preprint arXiv:2312.00502, 2023
2023
A Short Tutorial on Domain Generalization
C Diou, A Ballas
2023
2023 IEEE Ninth International Conference on Big Data Computing Service and Applications (BigDataService)| 979-8-3503-3379-4/23/$31.00© 2023 IEEE| DOI: 10.1109 K
J Abinahed, A Alansari, M Albughdadi, M Alexe, A Alkholidi, A Amira, ...
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