Camera-Relative Object Coordinates (CROCS) as an intermediate geometry representation in two-stage image-to-3D models yields superior novel-view quality, geometric accuracy, and multiview consistency over depth maps, visual features, and other pointmap alternatives.
Gans trained by a two time-scale update rule converge to a local nash equilib- rium
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NullFace performs training-free localized face anonymization by inverting images to noise and denoising with modified identity embeddings from a pre-trained diffusion model.
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How to Spin an Object: First, Get the Shape Right
Camera-Relative Object Coordinates (CROCS) as an intermediate geometry representation in two-stage image-to-3D models yields superior novel-view quality, geometric accuracy, and multiview consistency over depth maps, visual features, and other pointmap alternatives.
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NullFace: Training-Free Localized Face Anonymization
NullFace performs training-free localized face anonymization by inverting images to noise and denoising with modified identity embeddings from a pre-trained diffusion model.