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GramLoop: Training-Free Gram-Gated Replay for Robust Dense Prediction

Chen, Yang et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
We aim to improve frozen DINOv3 dense-prediction models under distribution shift by adding inference computation inside the visual backbone, without changing model weights, task adapters, or prediction heads. The challenge is that repeated transformer-block computation must refine dense features wit
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