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02/02/2022
Unpaired Image Super-Resolution with Optimal Transport Maps
Real-world image super-resolution (SR) tasks often do not have paired da...
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06/08/2021
Manifold Topology Divergence: a Framework for Comparing Data Manifolds
We develop a framework for comparing data manifolds, aimed, in particula...
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06/03/2021
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark
Despite the recent popularity of neural network-based solvers for optima...
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05/25/2021
Towards Unpaired Depth Enhancement and Super-Resolution in the Wild
Depth maps captured with commodity sensors are often of low quality and ...
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06/15/2020