TALON: Test-time Adaptive Learning for On-the-Fly Category Discovery

Yanan Wu, Yuhan Yan, Tailai Chen +5

On-the-fly category discovery (OCD) aims to recognize known categories while simultaneously discovering novel ones from an unlabeled online stream, using a model trained only on la…