Aristotelis Ballas

23 papers A* 1B 1Journal 15Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Gradient-Guided Annealing for Domain Generalization. CVPR Aristotelis Ballas, Christos Diou
2025	J	`jnl`	Gradient-Guided Annealing for Domain Generalization. CoRR Aristotelis Ballas, Christos Diou
2024	—	`conf`	CycleMix: Mixing Source Domains for Domain Generalization in Style-Dependent Data. SETN Aristotelis Ballas, Christos Diou
2024	J	`jnl`	CycleMix: Mixing Source Domains for Domain Generalization in Style-Dependent Data. CoRR Aristotelis Ballas, Christos Diou
2024	J	`jnl`	Multiscale and Multilayer Contrastive Learning for Domain Generalization. IEEE Trans. Artif. Intell. Aristotelis Ballas, Christos Diou
2024	J	`jnl`	Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks. IEEE Trans. Emerg. Top. Comput. Intell. Aristotelis Ballas, Christos Diou
2024	J	`jnl`	Which Augmentation Should I Use? An Empirical Investigation of Augmentations for Self-Supervised Phonocardiogram Representation Learning. IEEE Access Aristotelis Ballas, Vasileios Papapanagiotou, Christos Diou
2023	—	`conf`	CNN Feature Map Augmentation for Single-Source Domain Generalization. BigDataService Aristotelis Ballas, Christos Diou
2023	J	`jnl`	CNN Feature Map Augmentation for Single-Source Domain Generalization. CoRR Aristotelis Ballas, Christos Diou
2023	B	`conf`	CNNs with Multi-Level Attention for Domain Generalization. ICMR Aristotelis Ballas, Christos Diou
2023	J	`jnl`	CNNs with Multi-Level Attention for Domain Generalization. CoRR Aristotelis Ballas, Christos Diou
2023	J	`jnl`	Multi-Scale and Multi-Layer Contrastive Learning for Domain Generalization. CoRR Aristotelis Ballas, Christos Diou
2023	J	`jnl`	On the Out-Of-Distribution Robustness of Self-Supervised Representation Learning for Phonocardiogram Signals. CoRR Aristotelis Ballas, Vasileios Papapanagiotou, Christos Diou
2023	J	`jnl`	Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks. CoRR Aristotelis Ballas, Christos Diou
2022	—	`conf`	A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks. BigDataService Aristotelis Ballas, Christos Diou
2022	J	`jnl`	A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks. CoRR Aristotelis Ballas, Christos Diou
2022	J	`jnl`	An Artificial Intelligence Outlook for Colorectal Cancer Screening. CoRR Panagiotis Katrakazas, Aristotelis Ballas, Marco Anisetti, Ilias Spais
2022	—	`conf`	Cancer Screening. BigDataService Panagiotis Katrakazas, Aristotelis Ballas, Marco Anisetti, Ilias Spais
2022	J	`jnl`	Listen to your heart: A self-supervised approach for detecting murmur in heart-beat sounds for the Physionet 2022 challenge. CoRR Aristotelis Ballas, Vasileios Papapanagiotou, Anastasios Delopoulos, Christos Diou
2022	—	`conf`	Listen2YourHeart: A Self-Supervised Approach for Detecting Murmur in Heart-Beat Sounds. CinC Aristotelis Ballas, Vasileios Papapanagiotou, Anastasios Delopoulos, Christos Diou
2022	—	`conf`	Multi-layer Representation Learning for Robust OOD Image Classification. SETN Aristotelis Ballas, Christos Diou
2022	J	`jnl`	Multi-layer Representation Learning for Robust OOD Image Classification. CoRR Aristotelis Ballas, Christos Diou
2021	J	`jnl`	Ωto_abR: A Web Application for the Visualization and Analysis of Click-Evoked Auditory Brainstem Responses. Digit. Aristotelis Ballas, Panagiotis Katrakazas