Hamed Hemati

17 papers A 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Continual learning in the presence of repetition.
Neural Networks
Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan, Zixuan Zhao, Fangfang Xia, Marc Masana, Benedikt Tscheschner, Eduardo E. Veas, Yuxiang Zheng, Shiji Zhao, Shao-Yuan Li, Sheng-Jun Huang, Vincenzo Lomonaco, Gido M. van de Ven
2024 J jnl
Continual Learning in the Presence of Repetition.
CoRR
Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan, Zixuan Zhao, Fangfang Xia, Marc Masana, Benedikt Tscheschner, Eduardo E. Veas, Yuxiang Zheng, Shiji Zhao, Shao-Yuan Li, Sheng-Jun Huang, Vincenzo Lomonaco, Gido M. van de Ven
2024 J jnl
Sample Weight Estimation Using Meta-Updates for Online Continual Learning.
CoRR
Hamed Hemati, Damian Borth
2023 — conf
A Comprehensive Empirical Evaluation on Online Continual Learning.
ICCV (Workshops)
Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Vincenzo Lomonaco, Joost van de Weijer, Hamed Hemati
2023 J jnl
A Comprehensive Empirical Evaluation on Online Continual Learning.
CoRR
Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Vincenzo Lomonaco, Joost van de Weijer, Hamed Hemati
2023 J jnl
Avalanche: A PyTorch Library for Deep Continual Learning.
CoRR
Antonio Carta, Lorenzo Pellegrini, Andrea Cossu, Hamed Hemati, Vincenzo Lomonaco
2023 J jnl
Avalanche: A PyTorch Library for Deep Continual Learning.
J. Mach. Learn. Res.
Antonio Carta, Lorenzo Pellegrini, Andrea Cossu, Hamed Hemati, Vincenzo Lomonaco
2023 — conf
Class-Incremental Learning with Repetition.
CoLLAs
Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth
2023 J jnl
Class-Incremental Learning with Repetition.
CoRR
Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth
2023 — conf
Partial Hypernetworks for Continual Learning.
CoLLAs
Hamed Hemati, Vincenzo Lomonaco, Davide Bacciu, Damian Borth
2023 J jnl
Partial Hypernetworks for Continual Learning.
CoRR
Hamed Hemati, Vincenzo Lomonaco, Davide Bacciu, Damian Borth
2022 J jnl
Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing.
CoRR
Marco Schreyer, Hamed Hemati, Damian Borth, Miklos A. Vasarhelyi
2022 A conf
Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition.
INTERSPEECH
Shijun Wang, Hamed Hemati, Jón Guðnason, Damian Borth
2022 J jnl
Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition.
CoRR
Shijun Wang, Hamed Hemati, Jón Guðnason, Damian Borth
2021 J jnl
Continual Learning for Unsupervised Anomaly Detection in Continuous Auditing of Financial Accounting Data.
CoRR
Hamed Hemati, Marco Schreyer, Damian Borth
2021 J jnl
Continual Speaker Adaptation for Text-to-Speech Synthesis.
CoRR
Hamed Hemati, Damian Borth
2020 J jnl
Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement.
CoRR
Hamed Hemati, Damian Borth