2024
Adapt without Forgetting: Distill Proximity from Dual Teachers in Vision-Language Models
ECCV 2024poster
"Multi-modal models such as CLIP possess remarkable zero-shot transfer capabilities, making them highly effective in continual learning tasks. However, this advantage is severely compromised by catastrophic forgetting, which undermines the valuable zero-shot learning abilities of these models. Exist…