AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Over a century ago, Henri Poincar\'e argued that a motionless observer cannot acquire the notion of space. Yet, most visual representation learning methods operate on individual images, while those that leverage multiple views rely on RGB reconstruction, entangling geometry with appearance. We propose Poincar3, a self-...
Gekko is a network that jointly performs cross-view completion, masked autoencoding, and per-pixel prediction of this relative improvement of the cross-view reconstruction error over a masked-autoencoder error, providing an additional binocular signal for all masked regions without any ground-truth 3D annotation.
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