GANs beyond divergence minimization. - Alexia Jolicoeur-Martineau (CoRR, 2018)

The relativistic discriminator: a key element missing from standard GAN. - Alexia Jolicoeur-Martineau (ICLR (Poster), 2019)

Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs. - Alexia Jolicoeur-Martineau; Ioannis Mitliagkas (CoRR, 2019)

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 (ICML, 2020)

Adversarial score matching and improved sampling for image generation. - Alexia Jolicoeur-Martineau; Rémi Piché-Taillefer; Ioannis Mitliagkas; Remi Tachet des Combes (ICLR, 2021)

Gotta Go Fast When Generating Data with Score-Based Models. - Alexia Jolicoeur-Martineau; Ke Li 011; Rémi Piché-Taillefer; Tal Kachman; Ioannis Mitliagkas (CoRR, 2021)

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

CNT (Conditioning on Noisy Targets): A new Algorithm for Leveraging Top-Down Feedback. - Alexia Jolicoeur-Martineau; Alex Lamb; Vikas Verma; Aniket Didolkar (CoRR, 2022)

Diffusion models with location-scale noise. - Alexia Jolicoeur-Martineau; Kilian Fatras; Ke Li 011; Tal Kachman (CoRR, 2023)

Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees. - Alexia Jolicoeur-Martineau; Kilian Fatras; Tal Kachman (AISTATS, 2024)

LoGAH: Predicting 774-Million-Parameter Transformers using Graph HyperNetworks with 1/100 Parameters. - Xinyu Zhou; Boris Knyazev 001; Alexia Jolicoeur-Martineau; Jie Fu (CoRR, 2024)

Ctrl-V: Higher Fidelity Video Generation with Bounding-Box Controlled Object Motion. - Ge Ya Luo; Zhi Hao Luo; Anthony Gosselin; Alexia Jolicoeur-Martineau; Christopher Pal (CoRR, 2024)

Any-Property-Conditional Molecule Generation with Self-Criticism using Spanning Trees. - Alexia Jolicoeur-Martineau; Aristide Baratin; Kisoo Kwon; Boris Knyazev 001; Yan Zhang (CoRR, 2024)

Beyond FVD: Enhanced Evaluation Metrics for Video Generation Quality. - Ge Ya Luo; Gian Mario Favero; Zhi Hao Luo; Alexia Jolicoeur-Martineau; Christopher Pal (CoRR, 2024)

Generating Tabular Data Using Heterogeneous Sequential Feature Forest Flow Matching. - Ange-Clément Akazan; Alexia Jolicoeur-Martineau; Ioannis Mitliagkas (CoRR, 2024)

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

PopulAtion Parameter Averaging (PAPA). - Alexia Jolicoeur-Martineau; Emy Gervais; Kilian Fatras; Yan Zhang; Simon Lacoste-Julien (Trans. Mach. Learn. Res., 2024)

Beyond FVD: An Enhanced Evaluation Metrics for Video Generation Distribution Quality. - Ge Ya Luo; Gian Mario Favero; Zhi Hao Luo; Alexia Jolicoeur-Martineau; Christopher Pal (ICLR, 2025)

Ctrl-V: Higher Fidelity Autonomous Vehicle Video Generation with Bounding-Box Controlled Object Motion. - Ge Ya Luo; Zhi Hao Luo; Anthony Gosselin; Alexia Jolicoeur-Martineau; Christopher Pal (Trans. Mach. Learn. Res., 2025)

Generating π-Functional Molecules Using STGG+ with Active Learning. - Alexia Jolicoeur-Martineau; Yan Zhang; Boris Knyazev 001; Aristide Baratin; Cheng-Hao Liu (CoRR, 2025)

Ctrl-Crash: Controllable Diffusion for Realistic Car Crashes. - Anthony Gosselin; Ge Ya Luo; Luis Lara; Florian Golemo; Derek Nowrouzezahrai; Liam Paull; Alexia Jolicoeur-Martineau; Christopher Pal (CoRR, 2025)

Multi-Agent Game Generation and Evaluation via Audio-Visual Recordings. - Alexia Jolicoeur-Martineau (CoRR, 2025)