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06/14/2022
Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data
High-fidelity reconstruction of fluids from sparse multiview RGB videos ...
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06/15/2019
Volumetric Isosurface Rendering with Deep Learning-Based Super-Resolution
Rendering an accurate image of an isosurface in a volumetric field typic...
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06/04/2019
A Multi-Pass GAN for Fluid Flow Super-Resolution
We propose a novel method to up-sample volumetric functions with generat...
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11/23/2018
Temporally Coherent GANs for Video Super-Resolution (TecoGAN)
Adversarial training has been highly successful in the context of image ...
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01/29/2018
tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow
We propose a temporally coherent generative model addressing the super-r...
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05/03/2017