Guillaume Huguet
Scholar

Guillaume Huguet

Google Scholar ID: L8kYu9IAAAAJ
Université de Montréal; Mila
Optimal TransportDeep LearningManifold LearningFlow 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
Contact
No contact links provided.
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
Resume (English only)
Co-authors
12 total
Alexander Tong
Alexander Tong
Aithyra
Guy Wolf
Guy Wolf
Université de Montréal; Mila
Smita Krishnaswamy
Smita Krishnaswamy
Yale University
Yanlei Zhang
Yanlei Zhang
Mila - Quebec AI Institute; Yale University
Co-author 5
Co-author 5
Nikolay Malkin
Nikolay Malkin
University of Edinburgh
Yoshua Bengio
Yoshua Bengio
Professor of computer science, University of Montreal, Mila, IVADO, CIFAR
Co-author 8
Co-author 8