Are you also often frustrated when DINOv2 puts very high attention on background patches, rather than cute fox heads?
@virtualhomo.bsky.social found an elegant way to regularize DINOv2 training using randomised linear algebra 🤯
Check out his thread or even his poster if you're at #NeurIPS2025.
Lorenz Lamm
In case you're missing my poster at #NeurIPS2025 about how I fine-tuned DINOv2 to ophthalmological images, here are some animations so you don't miss out!
🔗 Preprint: doi.org/10.48550/arX...
🔗 Code: github.com/peng-lab/rmlp
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