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Photon-Driven Neural Path Guiding



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



Shilin Zhu

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

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Deep Photon Mapping



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



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



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?



Shilin Zhu , Xin Dong , Hao Su

* submitted to NIPS'18 

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