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Adrian Popescu

Université Paris-Saclay, CEA, List, Palaiseau, France

Face Verification with Challenging Imposters and Diversified Demographics


Oct 16, 2021
Adrian Popescu, Liviu-Daniel Ştefan, Jérôme Deshayes-Chossart, Bogdan Ionescu


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Dataset Knowledge Transfer for Class-Incremental Learning without Memory


Oct 16, 2021
Habib Slim, Eden Belouadah, Adrian Popescu, Darian Onchis

* Accepted to WACV 2022 

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Avalanche: an End-to-End Library for Continual Learning


Apr 01, 2021
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German I. Parisi, Fabio Cuzzolin, Andreas Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni

* Official Website: https://avalanche.continualai.org 

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Unveiling Real-Life Effects of Online Photo Sharing


Dec 24, 2020
Van-Khoa Nguyen, Adrian Popescu, Jerome Deshayes-Chossart


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A Comprehensive Study of Class Incremental Learning Algorithms for Visual Tasks


Nov 03, 2020
Eden Belouadah, Adrian Popescu, Ioannis Kanellos

* Submitted to Elsevier's Neural Networks journal 

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Initial Classifier Weights Replay for Memoryless Class Incremental Learning


Aug 31, 2020
Eden Belouadah, Adrian Popescu, Ioannis Kanellos

* Accepted in BMVC2020 

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Active Class Incremental Learning for Imbalanced Datasets


Aug 25, 2020
Eden Belouadah, Adrian Popescu, Umang Aggarwal, Léo Saci

* Accepted in IPCV workshop from ECCV2020 

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Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning


Aug 06, 2020
Yannick Le Cacheux, Adrian Popescu, Hervé Le Borgne


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ScaIL: Classifier Weights Scaling for Class Incremental Learning


Jan 16, 2020
Eden Belouadah, Adrian Popescu

* 8 pages, 4 figures, 2 tables, accepted in WACV2020 

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DeeSIL: Deep-Shallow Incremental Learning


Aug 20, 2018
Eden Belouadah, Adrian Popescu


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On Deep Representation Learning from Noisy Web Images


Jul 15, 2016
Phong D. Vo, Alexandru Ginsca, Hervé Le Borgne, Adrian Popescu


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Scalable domain adaptation of convolutional neural networks


Dec 07, 2015
Adrian Popescu, Etienne Gadeski, Hervé Le Borgne

* technical report, 6 pages 

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