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05/29/2023
Factored-NeuS: Reconstructing Surfaces, Illumination, and Materials of Possibly Glossy Objects
We develop a method that recovers the surface, materials, and illuminati...
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05/09/2023
PET-NeuS: Positional Encoding Tri-Planes for Neural Surfaces
A signed distance function (SDF) parametrized by an MLP is a common ingr...
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04/11/2023
SATR: Zero-Shot Semantic Segmentation of 3D Shapes
We explore the task of zero-shot semantic segmentation of 3D shapes by u...
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03/02/2023
3D generation on ImageNet
Existing 3D-from-2D generators are typically designed for well-curated s...
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01/26/2023
Unsupervised Volumetric Animation
We propose a novel approach for unsupervised 3D animation of non-rigid d...
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12/22/2022
DisCoScene: Spatially Disentangled Generative Radiance Fields for Controllable 3D-aware Scene Synthesis
Existing 3D-aware image synthesis approaches mainly focus on generating ...
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06/21/2022
EpiGRAF: Rethinking training of 3D GANs
A very recent trend in generative modeling is building 3D-aware generato...
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06/15/2022
HF-NeuS: Improved Surface Reconstruction Using High-Frequency Details
Neural rendering can be used to reconstruct implicit representations of ...
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12/29/2021
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2
Videos show continuous events, yet most - if not all - video synthesis f...
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04/14/2021
Aligning Latent and Image Spaces to Connect the Unconnectable
In this work, we develop a method to generate infinite high-resolution i...
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12/24/2020
Interpolating Points on a Non-Uniform Grid using a Mixture of Gaussians
In this work, we propose an approach to perform non-uniform image interp...
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11/24/2020
Adversarial Generation of Continuous Images
In most existing learning systems, images are typically viewed as 2D pix...
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06/19/2020
Normalization Matters in Zero-Shot Learning
An ability to grasp new concepts from their descriptions is one of the k...
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10/09/2019
Loss Landscape Sightseeing with Multi-Point Optimization
We present multi-point optimization: an optimization technique that allo...
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10/09/2019