1 code implementation • 12 Sep 2023 • Alex Gomez-Villa, Bartlomiej Twardowski, Kai Wang, Joost Van de Weijer
In the second phase, we combine this new knowledge with the previous network in an adaptation-retrospection phase to avoid forgetting and initialize a new expert with the knowledge of the old network.
1 code implementation • 16 Feb 2022 • Simone Zini, Alex Gomez-Villa, Marco Buzzelli, Bartłomiej Twardowski, Andrew D. Bagdanov, Joost Van de Weijer
The data augmentations used are of crucial importance to the quality of learned feature representations.
1 code implementation • 30 Dec 2021 • Alex Gomez-Villa, Bartlomiej Twardowski, Lu Yu, Andrew D. Bagdanov, Joost Van de Weijer
Recent self-supervised learning methods are able to learn high-quality image representations and are closing the gap with supervised approaches.
no code implementations • 28 Feb 2021 • Qiang Li, Alex Gomez-Villa, Marcelo Bertalmio, Jesus Malo
Three decades ago, Atick et al. suggested that human frequency sensitivity may emerge from the enhancement required for a more efficient analysis of retinal images.