Farm3D: learning articulated 3D animals by distilling 2D diffusion

We present Farm3D, a method to learn category-specific 3D reconstructors for articulated objects entirely from “free” virtual supervision from a pre-trained 2D diffusionbased image generator. Recent approaches can learn, given a collection of single-view images of an object category, a monocular net...

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Bibliographic Details
Main Authors: Jakab, T, Li, R, Wu, S, Rupprecht, C, Vedaldi, A
Format: Conference item
Language:English
Published: IEEE 2024