CVPR · 2022 · Conference paper

Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization

Francesco Pelosin, Saurav Jha, Andrea Torsello, Bogdan Raducanu, Joost van de Weijer

Ca' Foscari University of Venice · UNSW Sydney · Barcelona Supercomputing Center · Computer Vision Center

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Published in: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Date: 2022-06-01
Citations: 42
arXiv: 2203.13167 ↗

Cite

@inproceedings{pelosin2022towards,
  title = {Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization},
  author = {Francesco Pelosin and Saurav Jha and Andrea Torsello and Bogdan Raducanu and Joost van de Weijer},
  year = {2022},
  booktitle = {2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
  eprint = {2203.13167},
  archivePrefix = {arXiv},
  doi = {10.1109/CVPRW56347.2022.00427},
  url = {https://arxiv.org/abs/2203.13167},
}