2 code implementations • 12 Apr 2024 • Sina Hajimiri, Ismail Ben Ayed, Jose Dolz
However, existing approaches often rely on impractical supervised pre-training or access to additional pre-trained networks.
1 code implementation • 20 Dec 2023 • Julio Silva-Rodríguez, Sina Hajimiri, Ismail Ben Ayed, Jose Dolz
Efficient transfer learning (ETL) is receiving increasing attention to adapt large pre-trained language-vision models on downstream tasks with a few labeled samples.
1 code implementation • CVPR 2023 • Sina Hajimiri, Malik Boudiaf, Ismail Ben Ayed, Jose Dolz
In addition, the terms derived from our MI-based formulation are coupled with a knowledge distillation term to retain the knowledge on base classes.
1 code implementation • 1 Feb 2021 • Sina Hajimiri, Aryo Lotfi, Mahdieh Soleymani Baghshah
We address this problem by proposing a framework capable of disentangling class-related and class-independent factors of variation in data.