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Nikhil Thorat

GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation

Sep 05, 2018
Minsuk Kahng, Nikhil Thorat, Duen Horng Chau, Fernanda Viégas, Martin Wattenberg

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* This paper will be published in the IEEE Transactions on Visualization and Computer Graphics, 25(1), January 2019, and presented at IEEE VAST 2018

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SmoothGrad: removing noise by adding noise

Jun 12, 2017
Daniel Smilkov, Nikhil Thorat, Been Kim, Fernanda Viégas, Martin Wattenberg

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* 10 pages

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Embedding Projector: Interactive Visualization and Interpretation of Embeddings

Nov 16, 2016
Daniel Smilkov, Nikhil Thorat, Charles Nicholson, Emily Reif, Fernanda B. Viégas, Martin Wattenberg

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* Presented at NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems

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