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HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery

Feb 15, 2020
Michel Deudon, Alfredo Kalaitzis, Israel Goytom, Md Rifat Arefin, Zhichao Lin, Kris Sankaran, Vincent Michalski, Samira E. Kahou, Julien Cornebise, Yoshua Bengio

* 15 pages, 5 figures 

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Nanoscale Microscopy Images Colourisation Using Neural Networks

Dec 17, 2019
Israel Goytom, Qin Wang, Tianxiang Yu, Kris Sankaran, Dongdong Lin

* 27 pages, 6 figures 

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Applying Knowledge Transfer for Water Body Segmentation in Peru

Dec 02, 2019
Jessenia Gonzalez, Debjani Bhowmick, Cesar Beltran, Kris Sankaran, Yoshua Bengio

* 5 pages, 3 figures, 1 table, NeurIPS 2019 Workshop on Machine Learning for the Developing World 

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Tackling Climate Change with Machine Learning

Jun 10, 2019
David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Kording, Carla Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer Chayes, Yoshua Bengio

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Hierarchical Importance Weighted Autoencoders

May 13, 2019
Chin-Wei Huang, Kris Sankaran, Eeshan Dhekane, Alexandre Lacoste, Aaron Courville

* Accepted by ICML 2019. 17 pages 

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Visualizing the Consequences of Climate Change Using Cycle-Consistent Adversarial Networks

May 02, 2019
Victor Schmidt, Alexandra Luccioni, S. Karthik Mukkavilli, Narmada Balasooriya, Kris Sankaran, Jennifer Chayes, Yoshua Bengio

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