publications

2024

1. 

   Continual Learning in the Presence of Repetition

   Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan, and 11 more authors

   2024

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2. 

   Sample Weight Estimation Using Meta-Updates for Online Continual Learning

   Hamed Hemati, and Damian Borth

   2024

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2023

1. 

   A Comprehensive Empirical Evaluation on Online Continual Learning

   Albin Soutif–Cormerais, Antonio Carta, Andrea Cossu, and 4 more authors

   2023

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2. 

   Avalanche: A PyTorch Library for Deep Continual Learning

   Antonio Carta, Lorenzo Pellegrini, Andrea Cossu, and 2 more authors

   2023

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3. 

   Partial Hypernetworks for Continual Learning

   Hamed Hemati, Vincenzo Lomonaco, Davide Bacciu, and 1 more author

   2023

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4. 

   Class-Incremental Learning with Repetition

   Hamed Hemati, Andrea Cossu, Antonio Carta, and 5 more authors

   2023

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2022

1. 

   Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing

   Marco Schreyer, Hamed Hemati, Damian Borth, and 1 more author

   2022

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2. 

   Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition

   Shijun Wang, Hamed Hemati, Jón Guðnason, and 1 more author

   2022

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2021

1. 

   Continual Learning for Unsupervised Anomaly Detection in Continuous Auditing of Financial Accounting Data

   Hamed Hemati, Marco Schreyer, and Damian Borth

   2021

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2. arXiv

   

   Continual Speaker Adaptation for Text-to-Speech Synthesis

   Hamed Hemati, and Damian Borth

   2021

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2020

1. arXiv

   

   Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement

   Hamed Hemati, and Damian Borth

   2020

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