Learning through Creation: A Hash-Free Framework for On-the-Fly Category Discovery

Bohan Zhang, Weidong Tang, Zhixiang Chi +4

On-the-Fly Category Discovery (OCD) aims to recognize known classes while simultaneously discovering emerging novel categories during inference, using supervision only from known c…