Publications

Grégoire Petit, Adrian Popescu, Eden Belouadah, David Picard, Bertrand Delezoide (2023). PlaStIL: Plastic and Stable Exemplar-Free Class-Incremental Learning. Proceedings of The 2nd Conference on Lifelong Learning Agents.

Eden Belouadah, Arnaud Dapogny, Kevin Bailly (2023). MultIOD: Rehearsal-free Multihead Incremental Object Detector. arXiv preprint arXiv:2309.05334.

Habib Slim, Eden Belouadah, Adrian Popescu, Darian Onchis (2022). Dataset Knowledge Transfer for Class-Incremental Learning Without Memory. The IEEE Winter Conference on Applications of Computer Vision (WACV).

Eden Belouadah, Adrian Popescu, Ioannis Kanellos (2021). A comprehensive study of class incremental learning algorithms for visual tasks. Neural Networks.

Umang Aggarwal, Adrian Popescu, Eden Belouadah, Celine Hudelot (2021). A comparative study of calibration methods for imbalanced class incremental learning. Multimedia Tools and Applications.

Eden Belouadah, Adrian Popescu (2020). ScaIL: Classifier Weights Scaling for Class Incremental Learning. The IEEE Winter Conference on Applications of Computer Vision (WACV).

Eden Belouadah, Adrian Popescu, Ioannis Kanellos (2020). Initial Classifier Weights Replay for Memoryless Class Incremental Learning. British Machine Vision Conference (BMVC).

Eden Belouadah, Adrian Popescu, Umang Aggarwal, Léo Saci (2020). Active Class Incremental Learning for Imbalanced Datasets. Computer Vision - ECCV 2020 Workshops - Glasgow, UK, August 23-28, 2020, Proceedings, Part VI.

Eden Belouadah, Adrian Popescu (2019). Il2m: Class incremental learning with dual memory. Proceedings of the IEEE International Conference on Computer Vision.

Eden Belouadah, Adrian Popescu (2018). DeeSIL: Deep-Shallow Incremental Learning. TaskCV Workshop @ ECCV 2018..

Nadia Baha, Eden Beloudah, Mehdi Ousmer (2016). Towards a real-time fall detection system using kinect sensor. International Journal of Computer Vision and Image Processing (IJCVIP).