Alert button
Picture for Claire Donnat

Claire Donnat

Alert button

A Simplified Framework for Contrastive Learning for Node Representations

May 01, 2023
Ilgee Hong, Huy Tran, Claire Donnat

Figure 1 for A Simplified Framework for Contrastive Learning for Node Representations
Figure 2 for A Simplified Framework for Contrastive Learning for Node Representations
Figure 3 for A Simplified Framework for Contrastive Learning for Node Representations
Figure 4 for A Simplified Framework for Contrastive Learning for Node Representations
Viaarxiv icon

Tuning the Geometry of Graph Neural Networks

Jul 12, 2022
Sowon Jeong, Claire Donnat

Figure 1 for Tuning the Geometry of Graph Neural Networks
Figure 2 for Tuning the Geometry of Graph Neural Networks
Figure 3 for Tuning the Geometry of Graph Neural Networks
Figure 4 for Tuning the Geometry of Graph Neural Networks
Viaarxiv icon

Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy

Jan 11, 2022
Claire Donnat, Axel Levy, Frederic Poitevin, Nina Miolane

Figure 1 for Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy
Figure 2 for Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy
Figure 3 for Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy
Figure 4 for Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy
Viaarxiv icon

Geomstats: A Python Package for Riemannian Geometry in Machine Learning

Apr 07, 2020
Nina Miolane, Alice Le Brigant, Johan Mathe, Benjamin Hou, Nicolas Guigui, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Hadi Zaatiti, Hatem Hajri, Yann Cabanes, Thomas Gerald, Paul Chauchat, Christian Shewmake, Bernhard Kainz, Claire Donnat, Susan Holmes, Xavier Pennec

Figure 1 for Geomstats: A Python Package for Riemannian Geometry in Machine Learning
Figure 2 for Geomstats: A Python Package for Riemannian Geometry in Machine Learning
Figure 3 for Geomstats: A Python Package for Riemannian Geometry in Machine Learning
Figure 4 for Geomstats: A Python Package for Riemannian Geometry in Machine Learning
Viaarxiv icon

Convex Hierarchical Clustering for Graph-Structured Data

Dec 11, 2019
Claire Donnat, Susan Holmes

Figure 1 for Convex Hierarchical Clustering for Graph-Structured Data
Figure 2 for Convex Hierarchical Clustering for Graph-Structured Data
Figure 3 for Convex Hierarchical Clustering for Graph-Structured Data
Figure 4 for Convex Hierarchical Clustering for Graph-Structured Data
Viaarxiv icon

geomstats: a Python Package for Riemannian Geometry in Machine Learning

Nov 06, 2018
Nina Miolane, Johan Mathe, Claire Donnat, Mikael Jorda, Xavier Pennec

Figure 1 for geomstats: a Python Package for Riemannian Geometry in Machine Learning
Figure 2 for geomstats: a Python Package for Riemannian Geometry in Machine Learning
Figure 3 for geomstats: a Python Package for Riemannian Geometry in Machine Learning
Figure 4 for geomstats: a Python Package for Riemannian Geometry in Machine Learning
Viaarxiv icon

Learning Structural Node Embeddings Via Diffusion Wavelets

Jun 20, 2018
Claire Donnat, Marinka Zitnik, David Hallac, Jure Leskovec

Figure 1 for Learning Structural Node Embeddings Via Diffusion Wavelets
Figure 2 for Learning Structural Node Embeddings Via Diffusion Wavelets
Figure 3 for Learning Structural Node Embeddings Via Diffusion Wavelets
Figure 4 for Learning Structural Node Embeddings Via Diffusion Wavelets
Viaarxiv icon