Alexia Jolicoeur-Martineau
7 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🧬 Topic Evolution
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Research topics
Deep Learning
(6)
Models
(5)
Machine Learning
(4)
Computer Vision
(3)
Generation
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Processing
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Optimization
(1)
Keywords
image generation
(2)
generative adversarial network
(2)
adversarial learning
(1)
video generation
(1)
video prediction
(1)
convergence analysis
(1)
adversarial training
(1)
maximum mean discrepancy
(1)
diffusion model
(1)
score network
(1)
gradient boosted tree
(1)
data imputation
(1)
score-based model
(1)
score-based diffusion
(1)
human evaluation
(1)
smooth game
(1)
bilinear game
(1)
integral probability metric
(1)
conditional flow matching
(1)
tabular data generation
(1)
Papers
Beyond FVD: An Enhanced Evaluation Metrics for Video Generation Distribution Quality
ICLR 2025
Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees
AISTATS 2024
MCVD - Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation
NeurIPS 2022
Adversarial score matching and improved sampling for image generation
ICLR 2021
On Relativistic f-Divergences
ICML 2020
Stochastic Hamiltonian Gradient Methods for Smooth Games
ICML 2020
The relativistic discriminator: a key element missing from standard GAN
ICLR 2019