Continual Learning on Arjun Ramesh Kaushikhttps://arjunrkaushik.github.io/tags/continual-learning/Recent content in Continual Learning on Arjun Ramesh KaushikHugo -- 0.147.2enForget Less by Learning from Parents through Hierarchical Relationshipshttps://arjunrkaushik.github.io/papers/paper2/Mon, 01 Jan 0001 00:00:00 +0000https://arjunrkaushik.github.io/papers/paper2/Catastrophic forgetting is a persistent challenge for Custom Diffusion Models in continual learning, often addressed by minimizing interference between concepts. Instead, we exploit this very interference to learn common features among concepts.Forget Less by Learning Together through Concept Consolidationhttps://arjunrkaushik.github.io/papers/paper3/Mon, 01 Jan 0001 00:00:00 +0000https://arjunrkaushik.github.io/papers/paper3/Catastrophic forgetting is a persistent challenge for Custom Diffusion Models in continual learning, often addressed by minimizing interference between concepts. Instead, we exploit this very interference to learn common features among concepts.