2026
FSOD-VFM: Few-Shot Object Detection with Vision Foundation Models and Graph Diffusion
ICLR 2026poster
In this paper, we present FSOD-VFM: Few-Shot Object Detectors with Vision Foundation Models, a framework that leverages vision foundation models to tackle the challenge of few-shot object detection. FSOD-VFM integrates three key components: a universal proposal network (UPN) for category-agnostic bo…