C. Cuttano

Semantic correspondence models can be 3x smaller and 10x faster without sacrificing accuracy or generalization, even for unseen keypoints.

DINOv3's self-supervised features are surprisingly good at zero-shot in-context segmentation, beating fine-tuned models with a fraction of the parameters.