Jolicoeur-Martineau, Alexia

14 publications

TMLR 2025 Any-Property-Conditional Molecule Generation with Self-Criticism Using Spanning Trees Alexia Jolicoeur-Martineau, Aristide Baratin, Kisoo Kwon, Boris Knyazev, Yan Zhang

ICLR 2025 Beyond FVD: An Enhanced Evaluation Metrics for Video Generation Distribution Quality Ge Ya Luo, Gian Mario Favero, ZhiHao Luo, Alexia Jolicoeur-Martineau, Christopher Pal

TMLR 2025 Ctrl-V: Higher Fidelity Autonomous Vehicle Video Generation with Bounding-Box Controlled Object Motion Ge Ya Luo, ZhiHao Luo, Anthony Gosselin, Alexia Jolicoeur-Martineau, Christopher Pal

ICLRW 2025 Generating $\pi$-Functional Molecules Using STGG+ with Active Learning Alexia Jolicoeur-Martineau, Yan Zhang, Boris Knyazev, Aristide Baratin, Cheng-Hao Liu

NeurIPS 2025 Understanding Adam Requires Better Rotation Dependent Assumptions Tianyue H. Zhang, Lucas Maes, Alan Milligan, Alexia Jolicoeur-Martineau, Ioannis Mitliagkas, Damien Scieur, Simon Lacoste-Julien, Charles Guille-Escuret

AISTATS 2024 Generating and Imputing Tabular Data via Diffusion and Flow-Based Gradient-Boosted Trees Alexia Jolicoeur-Martineau, Kilian Fatras, Tal Kachman

TMLR 2024 PopulAtion Parameter Averaging (PAPA) Alexia Jolicoeur-Martineau, Emy Gervais, Kilian Fatras, Yan Zhang, Simon Lacoste-Julien

NeurIPSW 2024 Understanding Adam Requires Better Rotation Dependent Assumptions Tianyue H. Zhang, Lucas Maes, Alexia Jolicoeur-Martineau, Ioannis Mitliagkas, Damien Scieur, Simon Lacoste-Julien, Charles Guille-Escuret

NeurIPS 2022 MCVD - Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation Vikram Voleti, Alexia Jolicoeur-Martineau, Chris Pal

ICLR 2021 Adversarial Score Matching and Improved Sampling for Image Generation Alexia Jolicoeur-Martineau, Rémi Piché-Taillefer, Ioannis Mitliagkas, Remi Tachet des Combes

NeurIPSW 2021 Gotta Go Fast with Score-Based Generative Models Alexia Jolicoeur-Martineau, Ke Li, Rémi Piché-Taillefer, Tal Kachman, Ioannis Mitliagkas

ICML 2020 On Relativistic F-Divergences Alexia Jolicoeur-Martineau

ICML 2020 Stochastic Hamiltonian Gradient Methods for Smooth Games Nicolas Loizou, Hugo Berard, Alexia Jolicoeur-Martineau, Pascal Vincent, Simon Lacoste-Julien, Ioannis Mitliagkas

ICLR 2019 The Relativistic Discriminator: A Key Element Missing from Standard GAN Alexia Jolicoeur-Martineau