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Pascal Vincent

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Understanding Dimensional Collapse in Contrastive Self-supervised Learning

Oct 18, 2021
Li Jing, Pascal Vincent, Yann LeCun, Yuandong Tian

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Online Adversarial Attacks

Mar 02, 2021
Andjela Mladenovic, Avishek Joey Bose, Hugo Berard, William L. Hamilton, Simon Lacoste-Julien, Pascal Vincent, Gauthier Gidel

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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

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Efficient Learning in Non-Stationary Linear Markov Decision Processes

Oct 24, 2020
Ahmed Touati, Pascal Vincent

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Implicit Regularization in Deep Learning: A View from Function Space

Aug 03, 2020
Aristide Baratin, Thomas George, César Laurent, R Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien

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Stochastic Hamiltonian Gradient Methods for Smooth Games

Jul 08, 2020
Nicolas Loizou, Hugo Berard, Alexia Jolicoeur-Martineau, Pascal Vincent, Simon Lacoste-Julien, Ioannis Mitliagkas

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Sharp Analysis of Smoothed Bellman Error Embedding

Jul 07, 2020
Ahmed Touati, Pascal Vincent

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Adversarial Example Games

Jul 01, 2020
Avishek Joey Bose, Gauthier Gidel, Hugo Berrard, Andre Cianflone, Pascal Vincent, Simon Lacoste-Julien, William L. Hamilton

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Revisiting Loss Modelling for Unstructured Pruning

Jun 22, 2020
César Laurent, Camille Ballas, Thomas George, Nicolas Ballas, Pascal Vincent

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Do sequence-to-sequence VAEs learn global features of sentences?

Apr 16, 2020
Tom Bosc, Pascal Vincent

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