Learning with Mixture of Prototypes for Out-of-Distribution Detection Paper • 2402.02653 • Published Feb 5, 2024
Adaptive Rank, Reduced Forgetting: Knowledge Retention in Continual Learning Vision-Language Models with Dynamic Rank-Selective LoRA Paper • 2412.01004 • Published Dec 1, 2024
Little By Little: Continual Learning via Self-Activated Sparse Mixture-of-Rank Adaptive Learning Paper • 2506.21035 • Published Jun 26, 2025
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning Paper • 2403.18886 • Published Mar 27, 2024 • 1
On Token's Dilemma: Dynamic MoE with Drift-Aware Token Assignment for Continual Learning of Large Vision Language Models Paper • 2603.27481 • Published Mar 29 • 35
On Token's Dilemma: Dynamic MoE with Drift-Aware Token Assignment for Continual Learning of Large Vision Language Models Paper • 2603.27481 • Published Mar 29 • 35