publications

2024

  1. 2024_presence_repetition.png
    Continual Learning in the Presence of Repetition
    Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan, Zixuan Zhao, Fangfang Xia, and 9 more authors
    2024
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  2. 2024_omsi.png
    Sample Weight Estimation Using Meta-Updates for Online Continual Learning
    Hamed Hemati, and Damian Borth
    2024
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2023

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    A Comprehensive Empirical Evaluation on Online Continual Learning
    Albin Soutif–Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Hamed Hemati, and 2 more authors
    2023
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  2. 2023_avalanche.png
    Avalanche: A PyTorch Library for Deep Continual Learning
    Antonio Carta, Lorenzo Pellegrini, Andrea Cossu, Hamed Hemati, and Vincenzo Lomonaco
    2023
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  3. 2023_partial-hn_thumbnail.png
    Partial Hypernetworks for Continual Learning
    Hamed Hemati, Vincenzo Lomonaco, Davide Bacciu, and Damian Borth
    2023
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  4. 2023_cir_thumbnail.png
    Class-Incremental Learning with Repetition
    Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, and 3 more authors
    2023
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2022

  1. 2022_federated_continual_auditing.png
    Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing
    Marco Schreyer, Hamed Hemati, Damian Borth, and Miklos A. Vasarhelyi
    2022
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  2. 2022_generative_aug_speech_emotion.png
    Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition
    Shijun Wang, Hamed Hemati, Jón Guðnason, and Damian Borth
    2022
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2021

  1. 2021_continual_auditing.png
    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. 2021_continual_speaker_adaptation.png
    Continual Speaker Adaptation for Text-to-Speech Synthesis
    Hamed Hemati, and Damian Borth
    2021
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2020

  1. 2020_ipa_based_tacotron.png
    Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement
    Hamed Hemati, and Damian Borth
    2020
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