Popescu, Adrian

20 publications

WACV 2025 A Reality Check on Pre-Training for Exemplar-Free Class-Incremental Learning Eva Feillet, Adrian Popescu, Céline Hudelot

NeurIPS 2025 CaMiT: A Time-Aware Car Model Dataset for Classification and Generation Frédéric Lin, Biruk Abere Ambaw, Adrian Popescu, Hejer Ammar, Romaric Audigier, Hervé Le Borgne

WACV 2025 Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification Alexandre Fournier-Montgieux, Michaël Soumm, Adrian Popescu, Bertrand Luvison, Hervé Le Borgne

WACV 2025 Temporal Dynamics in Visual Data: Analyzing the Impact of Time on Classification Accuracy Tom Pégeot, Eva Feillet, Adrian Popescu, Inna Kucher, Bertrand Delezoide

WACV 2024 An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot

TMLR 2024 Continual Learning: Applications and the Road Forward Eli Verwimp, Rahaf Aljundi, Shai Ben-David, Matthias Bethge, Andrea Cossu, Alexander Gepperth, Tyler L. Hayes, Eyke Hüllermeier, Christopher Kanan, Dhireesha Kudithipudi, Christoph H. Lampert, Martin Mundt, Razvan Pascanu, Adrian Popescu, Andreas S. Tolias, Joost van de Weijer, Bing Liu, Vincenzo Lomonaco, Tinne Tuytelaars, Gido M van de Ven

ICCVW 2023 A Comprehensive Study of Transfer Learning Under Constraints Tom Pégeot, Inna Kucher, Adrian Popescu, Bertrand Delezoide

WACV 2023 AdvisIL - A Class-Incremental Learning Advisor Eva Feillet, Grégoire Petit, Adrian Popescu, Marina Reyboz, Céline Hudelot

WACV 2023 FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning Grégoire Petit, Adrian Popescu, Hugo Schindler, David Picard, Bertrand Delezoide

CoLLAs 2023 PlaStIL: Plastic and Stable Exemplar-Free Class-Incremental Learning Grégoire Petit, Adrian Popescu, Eden Belouadah, David Picard, Bertrand Delezoide

WACV 2023 Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation Michaël Soumm, Adrian Popescu, Bertrand Delezoide

WACV 2022 Dataset Knowledge Transfer for Class-Incremental Learning Without Memory Habib Slim, Eden Belouadah, Adrian Popescu, Darian Onchis

WACV 2022 Face Verification with Challenging Imposters and Diversified Demographics Adrian Popescu, Liviu-Daniel Ștefan, Jérôme Deshayes-Chossart, Bogdan Ionescu

WACV 2022 Unveiling Real-Life Effects of Online Photo Sharing Van-Khoa Nguyen, Adrian Popescu, Jérôme Deshayes-Chossart

CVPRW 2021 Avalanche: An End-to-End Library for Continual Learning Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland W. Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni

ECCVW 2020 Active Class Incremental Learning for Imbalanced Datasets Eden Belouadah, Adrian Popescu, Umang Aggarwal, Léo Saci

WACV 2020 Active Learning for Imbalanced Datasets Umang Aggarwal, Adrian Popescu, Celine Hudelot

WACV 2020 ScaIL: Classifier Weights Scaling for Class Incremental Learning Eden Belouadah, Adrian Popescu

ECCVW 2018 DeeSIL: Deep-Shallow Incremental Learning Eden Belouadah, Adrian Popescu

ICCVW 2017 Scale-Free Content Based Image Retrieval (or Nearly so) Adrian Popescu, Alexandru-Lucian Gînsca, Hervé Le Borgne