Scholar
Guillaume Huguet
Google Scholar ID: L8kYu9IAAAAJ
Université de Montréal; Mila
Optimal Transport
Deep Learning
Manifold Learning
Flow Models
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Citations & Impact
All-time
Citations
1,070
H-index
12
i10-index
13
Publications
20
Co-authors
12
list available
Publications
3 items
MIOFlow 2.0: A unified framework for inferring cellular stochastic dynamics from single cell and spatial transcriptomics data
2026
Cited
0
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds
arXiv.org · 2024
Cited
2
ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images
2024
Cited
4
Co-authors
10 total
Alexander Tong
Aithyra
Guy Wolf
Université de Montréal; Mila
Smita Krishnaswamy
Yale University
Yanlei Zhang
Mila - Quebec AI Institute; Yale University
Nikolay Malkin
University of Edinburgh
Yoshua Bengio
Professor of computer science, University of Montreal, Mila, IVADO, CIFAR
Michael Bronstein
DeepMind Professor of AI, University of Oxford / Scientific Director, AITHYRA
Joey Bose
University of Oxford and Mila
