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03/28/2022
LocalBins: Improving Depth Estimation by Learning Local Distributions
We propose a novel architecture for depth estimation from a single image...
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06/04/2021
Self-Supervised Learning of Domain Invariant Features for Depth Estimation
We tackle the problem of unsupervised synthetic-to-realistic domain adap...
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11/28/2020
AdaBins: Depth Estimation using Adaptive Bins
We address the problem of estimating a high quality dense depth map from...
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04/29/2019
TileGAN: Synthesis of Large-Scale Non-Homogeneous Textures
We tackle the problem of texture synthesis in the setting where many inp...
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12/31/2018
High Quality Monocular Depth Estimation via Transfer Learning
Accurate depth estimation from images is a fundamental task in many appl...
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06/23/2015