Hamed Hemati

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Incremental Learning

Learning Process

Speaker Adaptation

Top Venues

ICCV (Workshops)

Publications

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