Articles by Alexia Jolicoeur-Martineau | Synthical

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Articles by Alexia Jolicoeur-Martineau | Synthical

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Articles by Alexia Jolicoeur-Martineau

Understanding Adam Requires Better Rotation Dependent Assumptions

4 days ago by Tianyue Zhang and others at

Université de Montréal

Machine Learning, Artificial Intelligence

Multi-Agent Game Generation and Evaluation via Audio-Visual Recordings

1 August 2025 by Alexia Jolicoeur-Martineau

Artificial Intelligence, Multiagent Systems

Any-Property-Conditional Molecule Generation with Self-Criticism using Spanning Trees

15 July 2025 by Alexia Jolicoeur-Martineau and others

Machine Learning, Biomolecules

Ctrl-Crash: Controllable Diffusion for Realistic Car Crashes

30 May 2025 by Anthony Gosselin and others at

Université de Montréal

Computer Vision and Pattern Recognition, Artificial Intelligence

Generating π-Functional Molecules Using STGG+ with Active Learning

20 February 2025 by Alexia Jolicoeur-Martineau and others

Machine Learning

Generating Tabular Data Using Heterogeneous Sequential Feature Forest Flow Matching

20 October 2024 by Ange-Clément Akazan and others

Machine Learning

Beyond FVD: Enhanced Evaluation Metrics for Video Generation Quality

8 October 2024 by Ge Luo and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Ctrl-V: Higher Fidelity Video Generation with Bounding-Box Controlled Object Motion

9 June 2024 by Ge Luo and others

Computer Vision and Pattern Recognition

LoGAH: Predicting 774-Million-Parameter Transformers using Graph HyperNetworks with 1/100 Parameters

25 May 2024 by Xinyu Zhou and others

Machine Learning

PopulAtion Parameter Averaging (PAPA)

6 May 2024 by Alexia Jolicoeur-Martineau and others

Machine Learning, Computer Vision and Pattern Recognition

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

3

19 February 2024 by Alexia Jolicoeur-Martineau and others at

McGill University

Machine Learning

Diffusion models with location-scale noise

12 April 2023 by Alexia Jolicoeur-Martineau and others

Machine Learning, Artificial Intelligence

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

27 October 2022 by Alexia Jolicoeur-Martineau and others

Machine Learning

Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation

23 May 2022 by Vikram Voleti and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Combined polygenic risk scores of different psychiatric traits predict general and specific psychopathology in childhood

13 August 2021 by Anita Neumann and others

Psychiatry and Clinical Psychology

Gotta Go Fast When Generating Data with Score-Based Models

28 May 2021 by Alexia Jolicoeur-Martineau and others

Machine Learning, Computer Vision and Pattern Recognition

Gradient penalty from a maximum margin perspective

24 November 2020 by Alexia Jolicoeur-Martineau and Ioannis Mitliagkas

Machine Learning

Adversarial score matching and improved sampling for image generation

10 October 2020 by Alexia Jolicoeur-Martineau and others

Machine Learning, Computer Vision and Pattern Recognition

Stochastic Hamiltonian Gradient Methods for Smooth Games

8 July 2020 by Nicolas Loizou and others

Machine Learning, Computer Science and Game Theory

On Relativistic f-Divergences

8 January 2019 by Alexia Jolicoeur-Martineau

Machine Learning

GANs beyond divergence minimization

6 September 2018 by Alexia Jolicoeur-Martineau

Machine Learning, Artificial Intelligence

The relativistic discriminator: a key element missing from standard GAN

5 July 2018 by Alexia Jolicoeur-Martineau

Machine Learning, Artificial Intelligence

Distinguishing differential susceptibility, diathesis-stress and vantage sensitivity: beyond the single gene and environment model

21 June 2018 by Alexia Jolicoeur-Martineau and others

Alternating optimization for GxE modelling with weighted genetic and environmental scores: examples from the MAVAN study

31 August 2017 by Alexia Jolicoeur-Martineau and others