Publications

• Continual Learning in the Presence of Repetition
  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 Ven —
• Sample Weight Estimation Using Meta-Updates for Online Continual Learning
  Hamed Hemati, Damian Borth —
• A Comprehensive Empirical Evaluation on Online Continual Learning
  Albin Soutif–Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Hamed Hemati, Vincenzo Lomonaco, Joost Van Weijer —
• Avalanche: A PyTorch Library for Deep Continual Learning
  Antonio Carta, Lorenzo Pellegrini, Andrea Cossu, Hamed Hemati, Vincenzo Lomonaco —
• Partial Hypernetworks for Continual Learning
  Hamed Hemati, Vincenzo Lomonaco, Davide Bacciu, Damian Borth —
• Class-Incremental Learning with Repetition
  Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth —
• Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing
  Marco Schreyer, Hamed Hemati, Damian Borth, Miklos A. Vasarhelyi —
• Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition
  Shijun Wang, Hamed Hemati, Jón Guðnason, Damian Borth —
• Continual Learning for Unsupervised Anomaly Detection in Continuous Auditing of Financial Accounting Data
  Hamed Hemati, Marco Schreyer, Damian Borth —
• Continual Speaker Adaptation for Text-to-Speech Synthesis
  Hamed Hemati, Damian Borth —
• Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement
  Hamed Hemati, Damian Borth —