Make It Up: Fake Images, Real Gains in Generalized Few-shot Semantic Segmentation
arXiv:2603.27206v1 Announce Type: new
Abstract: Generalized few-shot semantic segmentation (GFSS) is fundamentally limited by the coverage of novel-class appearances under scarce annotations. While diffusion models can synthesize novel-class images at…