Carlo Biffi

Annotation-Free Representation Learning for Polyp Retrieval in Colonoscopy Videos

Colonoscopy is inherently comparative: reliable visual assessment of polyps often depends on complementary views acquired under different viewpoints and imaging conditions. Retrieving such views requires polyp tracklet representations, which recent contrastive methods learn from temporal cues but still build from manua...