publications

publications in reversed chronological order.

2024

  1. Dealing with Synthetic Data Contamination in Online Continual Learning
    Maorong Wang, Nicolas Michel, Jiafeng Mao, and 1 more author
    In The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS) , 2024
  2. ADVERSARIALLY ROBUST CONTINUAL LEARNING WITH ANTI-FORGETTING LOSS
    Koki Mukai, Soichiro Kumano, Nicolas Michel, and 2 more authors
    In 2024 IEEE International Conference on Image Processing (ICIP) , 2024
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    Rethinking Momentum Knowledge Distillation in Online Continual Learning
    Nicolas Michel, Maorong Wang, Ling Xiao, and 1 more author
    In The Forty-first International Conference on Machine Learning (ICML) , 2024
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    Improving Plasticity in Online Continual Learning via Collaborative Learning
    Maorong Wang, Nicolas Michel, Ling Xiao, and 1 more author
    In The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2024
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    Learning Representations on the Unit Sphere: Investigating Angular Gaussian and von Mises-Fisher Distributions for Online Continual Learning
    Nicolas Michel, Giovanni Chierchia, Romain Negrel, and 1 more author
    In The 38th Annual AAAI Conference on Artificial Intelligence (AAAI) , 2024

2023

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    New metrics for analyzing continual learners
    Nicolas Michel, Giovanni Chierchia, Romain Negrel, and 2 more authors
    In MIRU2023 , 2023
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    Domain-Aware Augmentations for Unsupervised Online General Continual Learning
    Nicolas Michel, Romain Negrel, Giovanni Chierchia, and 1 more author
    In The 34th British Machine Vision Conference (BMVC) , 2023

2022

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    Contrastive learning for online semi-supervised general continual learning
    Nicolas Michel, Romain Negrel, Giovanni Chierchia, and 1 more author
    In 2022 IEEE International Conference on Image Processing (ICIP) , 2022

2018

  1. Banner Click Through Rate Classification Using Deep Neural Convolutional Network
    Nicolas Michel, Hayato Sakata, Keita Kurita, and 1 more author
    In Proc. 32nd Annu. Conf. JSAI , 2018