3 papers
cs.CV2025
Self-supervised structured object representation learning
Oussama Hadjerci, Antoine Letienne, Mohamed Abbas Hedjazi +1
Self-supervised learning (SSL) has emerged as a powerful technique for learning visual representations. While recent SSL approaches achieve strong results in global image understan…
cs.CV2025
Enhancing knowledge retention for continual learning with domain-specific adapters and features gating
Mohamed Abbas Hedjazi, Oussama Hadjerci, Adel Hafiane
Continual learning empowers models to learn from a continuous stream of data while preserving previously acquired knowledge, effectively addressing the challenge of catastrophic fo…
cs.CV2022
Single image calibration using knowledge distillation approaches
Khadidja Ould Amer, Oussama Hadjerci, Mohamed Abbas Hedjazi +1
Although recent deep learning-based calibration methods can predict extrinsic and intrinsic camera parameters from a single image, their generalization remains limited by the numbe…