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Alexia Jolicoeur-Martineau

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Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees

Sep 18, 2023
Alexia Jolicoeur-Martineau, Kilian Fatras, Tal Kachman

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Diffusion models with location-scale noise

Apr 12, 2023
Alexia Jolicoeur-Martineau, Kilian Fatras, Ke Li, Tal Kachman

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PopulAtion Parameter Averaging (PAPA)

Apr 06, 2023
Alexia Jolicoeur-Martineau, Emy Gervais, Kilian Fatras, Yan Zhang, Simon Lacoste-Julien

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CNT (Conditioning on Noisy Targets): A new Algorithm for Leveraging Top-Down Feedback

Oct 18, 2022
Alexia Jolicoeur-Martineau, Alex Lamb, Vikas Verma, Aniket Didolkar

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MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation

May 30, 2022
Vikram Voleti, Alexia Jolicoeur-Martineau, Christopher Pal

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Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation

May 23, 2022
Vikram Voleti, Alexia Jolicoeur-Martineau, Christopher Pal

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Gotta Go Fast When Generating Data with Score-Based Models

May 28, 2021
Alexia Jolicoeur-Martineau, Ke Li, Rémi Piché-Taillefer, Tal Kachman, Ioannis Mitliagkas

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Adversarial score matching and improved sampling for image generation

Oct 10, 2020
Alexia Jolicoeur-Martineau, Rémi Piché-Taillefer, Rémi Tachet des Combes, Ioannis Mitliagkas

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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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