Zero-Ablation Overstates Register Content Dependence in DINO Vision Transformers

Felipe Parodi, Jordan Matelsky, Melanie Segado

Zero-ablation -- replacing token activations with zero vectors -- is widely used to probe token function in vision transformers. Register zeroing in DINOv2+registers and DINOv3 pro…