Adaptive Class Aware Memory Selection and Contrastive Representation Learning for Robust Online Continual Learning in both Balanced and Imbalanced Data Environments ↗ ↖ 1 January 2025 Rui Yang Matthieu Grard Emmanuel Dellandréa Liming Chen
Entropy-Guided Self-Regulated Learning Without Forgetting for Distribution-Shift Continual Learning with blurred task boundaries ↗ ↖ 1 January 2025 Rui Yang Matthieu Grard Emmanuel Dellandréa Liming Chen
ONLINE CONTINUAL LEARNING OF DIFFUSION MODELS: MULTI-MODE ADAPTIVE GENERATIVE DISTILLATION ↗ ↖ 1 January 2025 Rui Yang Matthieu Grard Emmanuel Dellandréa Liming Chen
Imbalanced data robust online continual learning based on evolving class aware memory selection and built-in contrastive representation learning ↗ ↖ 1 January 2024 Rui Yang Matthieu Grard Emmanuel Dellandréa Liming Chen
When continual learning meets robotic grasp detection: a novel benchmark on the Jacquard dataset ↗ ↖ 1 January 2023 Rui Yang Matthieu Grard Emmanuel Dellandréa Liming Chen
Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image ↗ ↖ 1 January 2020 Matthieu Grard Emmanuel Dellandréa Liming Chen
Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network ↗ ↖ 1 January 2017 Matthieu Grard Romain Brégier Florian Sella Emmanuel Dellandréa Liming Chen