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Found 4 papers, 2 papers with code
Fast Registration of Photorealistic Avatars for VR Facial Animation
In this work, we first show that the domain gap between the avatar and headset-camera images is one of the primary sources of difficulty, where a transformer-based architecture achieves high accuracy on domain-consistent data, but degrades when the domain-gap is re-introduced.
Evaluating Self and Semi-Supervised Methods for Remote Sensing Segmentation Tasks
We find that such techniques significantly improve generalization performance when labeled data is limited and there are geographic domain shifts between the training data and the validation/test data.
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style
While the low-frequency component is predicted from pose, shape and style parameters with an MLP, the high-frequency component is predicted with a mixture of shape-style specific pose models.
HumanMeshNet: Polygonal Mesh Recovery of Humans
3D Human Body Reconstruction from a monocular image is an important problem in computer vision with applications in virtual and augmented reality platforms, animation industry, en-commerce domain, etc.
