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Latent Variable Models for Bayesian Causal Discovery


Jul 12, 2022
Jithendaraa Subramanian , Yashas Annadani , Ivaxi Sheth , Stefan Bauer , Derek Nowrouzezahrai , Samira Ebrahimi Kahou

* 7 figures, Published at the ICML 2022 Workshop on Spurious Correlations, Invariance, and Stability 

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FHIST: A Benchmark for Few-shot Classification of Histological Images


May 31, 2022
Fereshteh Shakeri , Malik Boudiaf , Sina Mohammadi , Ivaxi Sheth , Mohammad Havaei , Ismail Ben Ayed , Samira Ebrahimi Kahou

* Code available at: https://github.com/mboudiaf/Few-shot-histology 

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Simple Video Generation using Neural ODEs


Sep 07, 2021
David Kanaa , Vikram Voleti , Samira Ebrahimi Kahou , Christopher Pal

* NeurIPS 2019 Workshop 
* 8 pages, 4 figures, NeurIPS 2019 workshop 

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Accounting for Variance in Machine Learning Benchmarks


Mar 01, 2021
Xavier Bouthillier , Pierre Delaunay , Mirko Bronzi , Assya Trofimov , Brennan Nichyporuk , Justin Szeto , Naz Sepah , Edward Raff , Kanika Madan , Vikram Voleti , Samira Ebrahimi Kahou , Vincent Michalski , Dmitriy Serdyuk , Tal Arbel , Chris Pal , Gaël Varoquaux , Pascal Vincent

* Submitted to MLSys2021 

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Predicting Regional Locust Swarm Distribution with Recurrent Neural Networks


Nov 29, 2020
Hadia Mohmmed Osman Ahmed Samil , Annabelle Martin , Arnav Kumar Jain , Susan Amin , Samira Ebrahimi Kahou


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An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation


Jul 31, 2019
Vincent Michalski , Vikram Voleti , Samira Ebrahimi Kahou , Anthony Ortiz , Pascal Vincent , Chris Pal , Doina Precup


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Keep Drawing It: Iterative language-based image generation and editing


Nov 24, 2018
Alaaeldin El-Nouby , Shikhar Sharma , Hannes Schulz , Devon Hjelm , Layla El Asri , Samira Ebrahimi Kahou , Yoshua Bengio , Graham W. Taylor


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FigureQA: An Annotated Figure Dataset for Visual Reasoning


Feb 22, 2018
Samira Ebrahimi Kahou , Vincent Michalski , Adam Atkinson , Akos Kadar , Adam Trischler , Yoshua Bengio

* workshop paper at ICLR 2018 

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ChatPainter: Improving Text to Image Generation using Dialogue


Feb 22, 2018
Shikhar Sharma , Dendi Suhubdy , Vincent Michalski , Samira Ebrahimi Kahou , Yoshua Bengio


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ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events


Nov 25, 2017
Evan Racah , Christopher Beckham , Tegan Maharaj , Samira Ebrahimi Kahou , Prabhat , Christopher Pal


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