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04/18/2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation
Semantic segmentation models struggle to generalize in the presence of d...
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04/08/2022
Dancing under the stars: video denoising in starlight
Imaging in low light is extremely challenging due to low photon counts. ...
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05/10/2021
Enhancing Photorealism Enhancement
We present an approach to enhancing the realism of synthetic images. The...
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06/06/2020
MeshSDF: Differentiable Iso-Surface Extraction
Geometric Deep Learning has recently made striking progress with the adv...
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05/09/2019
What Do Single-view 3D Reconstruction Networks Learn?
Convolutional networks for single-view object reconstruction have shown ...
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04/29/2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers
In this paper, we develop novel, efficient 2D encodings for 3D geometry,...
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09/21/2017
Playing for Benchmarks
We present a benchmark suite for visual perception. The benchmark is bas...
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08/07/2016