Jun Fang*

Open-World Dynamic Prompt and Continual Visual Representation Learning

"The open world is inherently dynamic, characterized by ever-evolving concepts and distributions. Continual learning (CL) in this dynamic open-world environment presents a significant challenge in effectively generalizing to unseen test-time classes. To address this challenge, we introduce a new pra…