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08/21/2023
SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes
We present SCULPT, a novel 3D generative model for clothed and textured ...
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07/19/2023
Adversarial Likelihood Estimation with One-way Flows
Generative Adversarial Networks (GANs) can produce high-quality samples,...
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06/26/2022
Nonwatertight Mesh Reconstruction
Reconstructing 3D non-watertight mesh from an unoriented point cloud is ...
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06/23/2022
LED: Latent Variable-based Estimation of Density
Modern generative models are roughly divided into two main categories: (...
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12/08/2021
InvGAN: Invertible GANs
Generation of photo-realistic images, semantic editing and representatio...
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12/21/2020
Populating 3D Scenes by Learning Human-Scene Interaction
Humans live within a 3D space and constantly interact with it to perform...
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08/31/2020
GIF: Generative Interpretable Faces
Photo-realistic visualization and animation of expressive human faces ha...
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03/29/2019
From Variational to Deterministic Autoencoders
Variational Autoencoders (VAEs) provide a theoretically-backed framework...
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05/31/2018
Resisting Adversarial Attacks using Gaussian Mixture Variational Autoencoders
Susceptibility of deep neural networks to adversarial attacks poses a ma...
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04/10/2017