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Hamed Hemati
Hamed Hemati
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Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement
H Hemati, D Borth
arXiv preprint arXiv:2011.06392, 2020
162020
Avalanche: A pytorch library for deep continual learning
A Carta, L Pellegrini, A Cossu, H Hemati, V Lomonaco
Journal of Machine Learning Research 24 (363), 1-6, 2023
142023
A Comprehensive Empirical Evaluation on Online Continual Learning
A Soutif--Cormerais, A Carta, A Cossu, J Hurtado, H Hemati, V Lomonaco, ...
ICCV Visual Continual Learning Workshop 2023, 2023
132023
Continual Speaker Adaptation for Text-to-Speech Synthesis
H Hemati, D Borth
arXiv preprint arXiv:2103.14512, 2021
102021
Continual Learning for Unsupervised Anomaly Detection in Continuous Auditing of Financial Accounting Data
H Hemati, M Schreyer, D Borth
AAAI 2022 Workshop on AI in Financial Services: Adaptiveness, Resilience …, 2021
72021
Class-incremental learning with repetition
H Hemati, A Cossu, A Carta, J Hurtado, L Pellegrini, D Bacciu, ...
Conference on Lifelong Learning Agents, 437-455, 2023
62023
Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition
S Wang, H Hemati, J Guðnason, D Borth
Interspeech 2022, 2022
42022
Partial Hypernetworks for Continual Learning
H Hemati, V Lomonaco, D Bacciu, D Borth
Conference on Lifelong Learning Agents, 318-336, 2023
32023
Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing
M Schreyer, H Hemati, D Borth, MA Vasarhelyi
NeurIPS Workshop on Federated Learning 2022, 2022
32022
Continual Learning in the Presence of Repetition
H Hemati, L Pellegrini, X Duan, Z Zhao, F Xia, M Masana, B Tscheschner, ...
arXiv preprint arXiv:2405.04101, 2024
2024
Sample Weight Estimation Using Meta-Updates for Online Continual Learning
H Hemati, D Borth
arXiv preprint arXiv:2401.15973, 2024
2024
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