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MeshfreeFlowNet: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework


May 01, 2020
Chiyu Max Jiang, Soheil Esmaeilzadeh, Kamyar Azizzadenesheli, Karthik Kashinath, Mustafa Mustafa, Hamdi A. Tchelepi, Philip Marcus, Prabhat, Anima Anandkumar

* Supplementary Video: https://youtu.be/mjqwPch9gDo 

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DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals


Mar 22, 2019
Chiyu "Max" Jiang, Dana Lynn Ona Lansigan, Philip Marcus, Matthias Nießner


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Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformation


Jan 07, 2019
Chiyu "Max" Jiang, Dequan Wang, Jingwei Huang, Philip Marcus, Matthias Nießner

* Accepted as a conference paper at ICLR 2019 

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Spherical CNNs on Unstructured Grids


Jan 07, 2019
Chiyu "Max" Jiang, Jingwei Huang, Karthik Kashinath, Prabhat, Philip Marcus, Matthias Niessner

* Accepted as a conference paper at ICLR 2019. Codes available at https://github.com/maxjiang93/ugscnn 

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Hierarchical Detail Enhancing Mesh-Based Shape Generation with 3D Generative Adversarial Network


Sep 22, 2017
Chiyu "Max" Jiang, Philip Marcus


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