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Neural Kernels Without Tangents


Mar 05, 2020
Vaishaal Shankar, Alex Fang, Wenshuo Guo, Sara Fridovich-Keil, Ludwig Schmidt, Jonathan Ragan-Kelley, Benjamin Recht

* code used to produce our results can be found at: https://github.com/modestyachts/neural_kernels_code 

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DiffTaichi: Differentiable Programming for Physical Simulation


Oct 01, 2019
Yuanming Hu, Luke Anderson, Tzu-Mao Li, Qi Sun, Nathan Carr, Jonathan Ragan-Kelley, Frédo Durand


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Opt: A Domain Specific Language for Non-linear Least Squares Optimization in Graphics and Imaging


Sep 09, 2017
Zachary DeVito, Michael Mara, Michael Zollhöfer, Gilbert Bernstein, Jonathan Ragan-Kelley, Christian Theobalt, Pat Hanrahan, Matthew Fisher, Matthias Nießner


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A Systematic Approach to Blocking Convolutional Neural Networks


Jun 14, 2016
Xuan Yang, Jing Pu, Blaine Burton Rister, Nikhil Bhagdikar, Stephen Richardson, Shahar Kvatinsky, Jonathan Ragan-Kelley, Ardavan Pedram, Mark Horowitz


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