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2020 – today
- 2024
[c4]Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot:
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning. WACV 2024: 1826-1836- [i5]Eduard Hogea, Adrian Popescu, Darian M. Onchis, Grégoire Petit:
FeTrIL++: Feature Translation for Exemplar-Free Class-Incremental Learning with Hill-Climbing. CoRR abs/2403.07406 (2024) - [i4]Grégoire Petit, Nathan Palluau, Axel Bauer, Clemens Dlaska:
EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound Segmentation using Synthetic Data. CoRR abs/2409.07566 (2024) - 2023
- [b1]Grégoire Petit:
Class-Incremental Learning in an Exemplar-Free setup. (Apprentissage incrémental par classes en environnement sans exemples passés). École des ponts ParisTech, Champs-sur-Marne, France, 2023 - [c3]Grégoire Petit, Adrian Popescu, Eden Belouadah, David Picard, Bertrand Delezoide:
PlaStIL: Plastic and Stable Exemplar-Free Class-Incremental Learning. CoLLAs 2023: 399-414 - [c2]Eva Feillet, Grégoire Petit, Adrian Popescu, Marina Reyboz, Céline Hudelot:
AdvisIL - A Class-Incremental Learning Advisor. WACV 2023: 2399-2408 - [c1]Grégoire Petit, Adrian Popescu, Hugo Schindler, David Picard, Bertrand Delezoide:
FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning. WACV 2023: 3900-3909 - [i3]Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot:
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning. CoRR abs/2308.11677 (2023) - 2022
- [i2]Grégoire Petit, Adrian Popescu, Eden Belouadah, David Picard, Bertrand Delezoide:
PlaStIL: Plastic and Stable Memory-Free Class-Incremental Learning. CoRR abs/2209.06606 (2022) - [i1]Grégoire Petit, Adrian Popescu, Hugo Schindler, David Picard, Bertrand Delezoide:
FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning. CoRR abs/2211.13131 (2022)
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