Matthieu Grard on Imagine Team https://projet.liris.cnrs.fr/imagine/authors/matthieu-grard/ Recent content in Matthieu Grard on Imagine Team Hugo en-US © 2026 IMAGINE team - LIRIS Wed, 01 Jan 2025 00:00:00 +0000 Adaptive Class Aware Memory Selection and Contrastive Representation Learning for Robust Online Continual Learning in both Balanced and Imbalanced Data Environments https://projet.liris.cnrs.fr/imagine/publications/hal-04929086/ Wed, 01 Jan 2025 00:00:00 +0000 https://projet.liris.cnrs.fr/imagine/publications/hal-04929086/ Entropy-Guided Self-Regulated Learning Without Forgetting for Distribution-Shift Continual Learning with blurred task boundaries https://projet.liris.cnrs.fr/imagine/publications/hal-04228875/ Wed, 01 Jan 2025 00:00:00 +0000 https://projet.liris.cnrs.fr/imagine/publications/hal-04228875/ ONLINE CONTINUAL LEARNING OF DIFFUSION MODELS: MULTI-MODE ADAPTIVE GENERATIVE DISTILLATION https://projet.liris.cnrs.fr/imagine/publications/hal-04928776/ Wed, 01 Jan 2025 00:00:00 +0000 https://projet.liris.cnrs.fr/imagine/publications/hal-04928776/ Imbalanced data robust online continual learning based on evolving class aware memory selection and built-in contrastive representation learning https://projet.liris.cnrs.fr/imagine/publications/hal-04228888/ Mon, 01 Jan 2024 00:00:00 +0000 https://projet.liris.cnrs.fr/imagine/publications/hal-04228888/ When continual learning meets robotic grasp detection: a novel benchmark on the Jacquard dataset https://projet.liris.cnrs.fr/imagine/publications/hal-04350431/ Sun, 01 Jan 2023 00:00:00 +0000 https://projet.liris.cnrs.fr/imagine/publications/hal-04350431/ Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image https://projet.liris.cnrs.fr/imagine/publications/hal-02151828/ Wed, 01 Jan 2020 00:00:00 +0000 https://projet.liris.cnrs.fr/imagine/publications/hal-02151828/ Generic instance segmentation for object-oriented bin-picking https://projet.liris.cnrs.fr/imagine/publications/tel-03081227/ Tue, 01 Jan 2019 00:00:00 +0000 https://projet.liris.cnrs.fr/imagine/publications/tel-03081227/ Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network https://projet.liris.cnrs.fr/imagine/publications/hal-01674511/ Sun, 01 Jan 2017 00:00:00 +0000 https://projet.liris.cnrs.fr/imagine/publications/hal-01674511/