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Photon-Driven Neural Path Guiding

Oct 05, 2020
Shilin Zhu, Zexiang Xu, Tiancheng Sun, Alexandr Kuznetsov, Mark Meyer, Henrik Wann Jensen, Hao Su, Ravi Ramamoorthi

* Keywords: computer graphics, rendering, path tracing, path guiding, machine learning, neural networks, denoising, reconstruction 

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Survey: Machine Learning in Production Rendering

May 26, 2020
Shilin Zhu

* This was the survey I did for my PhD research exam 

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Deep Photon Mapping

Apr 25, 2020
Shilin Zhu, Zexiang Xu, Henrik Wann Jensen, Hao Su, Ravi Ramamoorthi


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Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness

Nov 27, 2019
Shuo Cheng, Zexiang Xu, Shilin Zhu, Zhuwen Li, Li Erran Li, Ravi Ramamoorthi, Hao Su


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PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding

Dec 06, 2018
Kaichun Mo, Shilin Zhu, Angel X. Chang, Li Yi, Subarna Tripathi, Leonidas J. Guibas, Hao Su


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Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?

Jun 20, 2018
Shilin Zhu, Xin Dong, Hao Su

* submitted to NIPS'18 

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