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COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing

Oct 30, 2020
Prateek Gupta, Tegan Maharaj, Martin Weiss, Nasim Rahaman, Hannah Alsdurf, Abhinav Sharma, Nanor Minoyan, Soren Harnois-Leblanc, Victor Schmidt, Pierre-Luc St. Charles, Tristan Deleu, Andrew Williams, Akshay Patel, Meng Qu, Olexa Bilaniuk, Gaétan Marceau Caron, Pierre Luc Carrier, Satya Ortiz-Gagné, Marc-Andre Rousseau, David Buckeridge, Joumana Ghosn, Yang Zhang, Bernhard Schölkopf, Jian Tang, Irina Rish, Christopher Pal, Joanna Merckx, Eilif B. Muller, Yoshua Bengio


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Predicting Infectiousness for Proactive Contact Tracing

Oct 23, 2020
Yoshua Bengio, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif Muller, Meng Qu, Victor Schmidt, Pierre-Luc St-Charles, Hannah Alsdurf, Olexa Bilanuik, David Buckeridge, Gáetan Marceau Caron, Pierre-Luc Carrier, Joumana Ghosn, Satya Ortiz-Gagne, Chris Pal, Irina Rish, Bernhard Schölkopf, Abhinav Sharma, Jian Tang, Andrew Williams


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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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Towards Lifelong Self-Supervision For Unpaired Image-to-Image Translation

Mar 31, 2020
Victor Schmidt, Makesh Narsimhan Sreedhar, Mostafa ElAraby, Irina Rish


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Using Simulated Data to Generate Images of Climate Change

Jan 26, 2020
Gautier Cosne, Adrien Juraver, MĂ©lisande Teng, Victor Schmidt, Vahe Vardanyan, Alexandra Luccioni, Yoshua Bengio

* Proceeding ML-IRL workshop at ICLR 2020 

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Quantifying the Carbon Emissions of Machine Learning

Nov 04, 2019
Alexandre Lacoste, Alexandra Luccioni, Victor Schmidt, Thomas Dandres

* Machine Learning Emissions Calculator: https://mlco2.github.io/impact/ 

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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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