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Image-to-image Mapping with Many Domains by Sparse Attribute Transfer


Jun 23, 2020
Matthew Amodio, Rim Assouel, Victor Schmidt, Tristan Sylvain, Smita Krishnaswamy, Yoshua Bengio


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TraVeLGAN: Image-to-image Translation by Transformation Vector Learning


Feb 25, 2019
Matthew Amodio, Smita Krishnaswamy


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Finding Archetypal Spaces for Data Using Neural Networks


Jan 25, 2019
David van Dijk, Daniel Burkhardt, Matthew Amodio, Alex Tong, Guy Wolf, Smita Krishnaswamy

* 8 pages, 11 figures, submitted to ICML2019 

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Generating and Aligning from Data Geometries with Generative Adversarial Networks


Jan 24, 2019
Matthew Amodio, Smita Krishnaswamy


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Graph Spectral Regularization for Neural Network Interpretability


Oct 02, 2018
Alexander Tong, David van Dijk, Jay S. Stanley III, Matthew Amodio, Guy Wolf, Smita Krishnaswamy

* fixed typos 

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MAGAN: Aligning Biological Manifolds


Feb 10, 2018
Matthew Amodio, Smita Krishnaswamy


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Neural Attribute Machines for Program Generation


May 31, 2017
Matthew Amodio, Swarat Chaudhuri, Thomas Reps


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