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

Nikhil Thorat

Minsuk Kahng Nikhil Thorat Duen Horng (Polo) Chau Fernanda B. Viégas Martin Wattenberg GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation. 310-320 2019 25 IEEE Trans. Vis. Comput. Graph. 1 https://doi.org/10.1109/TVCG.2018.2864500 http://doi.ieeecomputersociety.org/10.1109/TVCG.2018.2864500 https://www.wikidata.org/entity/Q91062337 db/journals/tvcg/tvcg25.html#KahngTCVW19

Daniel Smilkov Nikhil Thorat Yannick Assogba Ann Yuan Nick Kreeger Ping Yu Kangyi Zhang Shanqing Cai Eric Nielsen David Soergel Stan Bileschi Michael Terry Charles Nicholson Sandeep N. Gupta Sarah Sirajuddin D. Sculley Rajat Monga Greg Corrado Fernanda B. Viégas Martin Wattenberg TensorFlow.js: Machine Learning For The Web and Beyond. 2019 SysML https://proceedings.mlsys.org/paper_files/paper/2019/hash/acd593d2db87a799a8d3da5a860c028e-Abstract.html conf/mlsys/2019 db/conf/mlsys/mlsys2019.html#SmilkovTAYKYZCN19

Daniel Smilkov Nikhil Thorat Yannick Assogba Ann Yuan Nick Kreeger Ping Yu Kangyi Zhang Shanqing Cai Eric Nielsen David Soergel Stan Bileschi Michael Terry Charles Nicholson Sandeep N. Gupta Sarah Sirajuddin D. Sculley Rajat Monga Greg Corrado Fernanda B. Viégas Martin Wattenberg TensorFlow.js: Machine Learning for the Web and Beyond. 2019 abs/1901.05350 CoRR http://arxiv.org/abs/1901.05350 db/journals/corr/corr1901.html#abs-1901-05350

Minsuk Kahng Nikhil Thorat Duen Horng Chau Fernanda B. Viégas Martin Wattenberg GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation. 2018 abs/1809.01587 CoRR http://arxiv.org/abs/1809.01587 db/journals/corr/corr1809.html#abs-1809-01587

Melvin Johnson Mike Schuster Quoc V. Le Maxim Krikun Yonghui Wu Zhifeng Chen Nikhil Thorat Fernanda B. Viégas Martin Wattenberg Greg Corrado Macduff Hughes Jeffrey Dean Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation. 339-351 2017 5 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00065 db/journals/tacl/tacl5.html#JohnsonSLKWCTVW17

Daniel Smilkov Nikhil Thorat Been Kim Fernanda B. Viégas Martin Wattenberg SmoothGrad: removing noise by adding noise. 2017 abs/1706.03825 CoRR http://arxiv.org/abs/1706.03825 db/journals/corr/corr1706.html#SmilkovTKVW17

Melvin Johnson Mike Schuster Quoc V. Le Maxim Krikun Yonghui Wu Zhifeng Chen Nikhil Thorat Fernanda B. Viégas Martin Wattenberg Greg Corrado Macduff Hughes Jeffrey Dean Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation. 2016 abs/1611.04558 CoRR http://arxiv.org/abs/1611.04558 db/journals/corr/corr1611.html#JohnsonSLKWCTVW16

Daniel Smilkov Nikhil Thorat Charles Nicholson Emily Reif Fernanda B. Viégas Martin Wattenberg Embedding Projector: Interactive Visualization and Interpretation of Embeddings. 2016 abs/1611.05469 CoRR http://arxiv.org/abs/1611.05469 db/journals/corr/corr1611.html#SmilkovTNRVW16

Yannick Assogba Stan Bileschi Shanqing Cai Polo ChauDuen Horng ChauDuen Horng (Polo) Chau Zhifeng Chen Gregory S. CorradoGreg Corrado Jeffrey Dean Sandeep N. Gupta Macduff Hughes Melvin Johnson Minsuk Kahng Been Kim Nick Kreeger Maxim Krikun Quoc V. Le Rajat Monga Charles Nicholson Eric Nielsen Emily Reif Mike Schuster D. Sculley Sarah Sirajuddin Daniel Smilkov David Soergel Michael Terry Fernanda B. Viégas Martin Wattenberg Yonghui Wu Ping Yu Ann Yuan Kangyi Zhang