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Vasileios Tsouvalas
Vasileios Tsouvalas
PhD Student, Eindhoven University og Technology
在 tue.nl 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Privacy-preserving speech emotion recognition through semi-supervised federated learning
V Tsouvalas, T Ozcelebi, N Meratnia
2022 IEEE International Conference on Pervasive Computing and Communications …, 2022
322022
Federated self-training for semi-supervised audio recognition
V Tsouvalas, A Saeed, T Ozcelebi
ACM Transactions on Embedded Computing Systems 21 (6), 1-26, 2022
142022
Federated learning with noisy labels
V Tsouvalas, A Saeed, T Ozcelebi, N Meratnia
arXiv preprint arXiv:2208.09378, 2022
92022
Labeling chaos to learning harmony: Federated learning with noisy labels
V Tsouvalas, A Saeed, T Ozcelebi, N Meratnia
ACM Transactions on Intelligent Systems and Technology 15 (2), 1-26, 2024
62024
Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation
V Tsouvalas, A Saeed, T Ozcelebi, N Meratnia
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
32024
Federated learning with noisy labels: Achieving generalization in the face of label noise
V Tsouvalas, A Saeed, T Özçelebi, N Meratnia
First Workshop on Interpolation Regularizers and Beyond at NeurIPS 2022, 2022
32022
Federated self-training for data-efficient audio recognition
V Tsouvalas, A Saeed, T Ozcelebi
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
32022
Federated Fine-Tuning of Foundation Models via Probabilistic Masking
V Tsouvalas, Y Asano, A Saeed
arXiv preprint arXiv:2311.17299, 2023
22023
FedCode: Communication-Efficient Federated Learning via Transferring Codebooks
S Khalilian, V Tsouvalas, T Ozcelebi, N Meratnia
2024 IEEE International Conference on Edge Computing and Communications …, 2024
12024
Federated Fine-Tuning of Vision Foundation Models via Probabilistic Masking
V Tsouvalas, YM Asano, A Saeed
ICML 2024 Workshop on Foundation Models in the Wild, 2024
12024
EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters
V Tsouvalas, S Mohammadi, A Balador, T Ozcelebi, F Flammini, ...
arXiv preprint arXiv:2406.09152, 2024
2024
Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation
V Tsouvalas Aaqib Saeed, T Ozcelebi, N Meratnia
arXiv e-prints, arXiv: 2401.14211, 2024
2024
Plug-and-Play Multilingual Few-shot Spoken Words Recognition
A Saeed, V Tsouvalas
arXiv preprint arXiv:2305.03058, 2023
2023
On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition
RK Gandhi, V Tsouvalas, N Meratnia
2023 IEEE International Conference on Pervasive Computing and Communications …, 2023
2023
EncCluster: Bringing Functional Encryption in Federated Foundational Models
V Tsouvalas, S Mohammadi, A Balador, T Özçelebi, F Flammini, ...
International Workshop on Federated Foundation Models in Conjunction with …, 0
On-device unlabeled audio utilization for improved recognition rate of federated audio models
V Tsouvalas
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