Juan M. Perez-Rua

Sylph: A Hypernetwork Framework for Incremental Few-Shot Object Detection

We study the challenging incremental few-shot object detection (iFSD) setting. Recently, hypernetwork-based approaches have been studied in the context of continuous and finetune-free iFSD with limited success. We take a closer look at important design choices of such methods, leading to several key…