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
Robotic Manipulation via Imitation Learning: Taxonomy, Evolution, Benchmark, and Challenges ↗ ↖ 1 January 2025 Zezeng Li Alexandre Chapin Enda Xiang Rui Yang Bruno Machado Na Lei Emmanuel Dellandréa Di Huang 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