BRIXEL applies self-distillation to let vision foundation models like DINOv3 produce higher-quality dense features at fixed input resolution.
Perception Encoder: The best visual embeddings are not at the output of the net- work
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Another BRIXEL in the Wall: Towards Cheaper Dense Features
BRIXEL applies self-distillation to let vision foundation models like DINOv3 produce higher-quality dense features at fixed input resolution.