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04/20/2023
Farm3D: Learning Articulated 3D Animals by Distilling 2D Diffusion
We present Farm3D, a method to learn category-specific 3D reconstructors...
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11/23/2022
CGOF++: Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields
Capitalizing on the recent advances in image generation models, existing...
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11/22/2022
MagicPony: Learning Articulated 3D Animals in the Wild
We consider the problem of learning a function that can estimate the 3D ...
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11/22/2022
ONeRF: Unsupervised 3D Object Segmentation from Multiple Views
We present ONeRF, a method that automatically segments and reconstructs ...
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06/16/2022
Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields
Capitalizing on the recent advances in image generation models, existing...
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01/06/2022
De-rendering 3D Objects in the Wild
With increasing focus on augmented and virtual reality applications (XR)...
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07/22/2021
DOVE: Learning Deformable 3D Objects by Watching Videos
Learning deformable 3D objects from 2D images is an extremely ill-posed ...
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04/08/2021
De-rendering the World's Revolutionary Artefacts
Recent works have shown exciting results in unsupervised image de-render...
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02/14/2021
NeRF–: Neural Radiance Fields Without Known Camera Parameters
This paper tackles the problem of novel view synthesis (NVS) from 2D ima...
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06/03/2020
Self-Supervised Localisation between Range Sensors and Overhead Imagery
Publicly available satellite imagery can be an ubiquitous, cheap, and po...
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11/25/2019
Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
We propose a method to learn 3D deformable object categories from raw si...
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06/04/2019
Photo-Geometric Autoencoding to Learn 3D Objects from Unlabelled Images
We show that generative models can be used to capture visual geometry co...
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11/24/2017
Sketch-to-Image Generation Using Deep Contextual Completion
When the input to pix2pix translation is a badly drawn sketch, the outpu...
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11/24/2017
Deep High Dynamic Range Imaging with Large Foreground Motions
This paper proposes the first non-flow-based deep framework for high dyn...
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11/24/2017