Picture for Antoine Grigis

Antoine Grigis

Automatic rating of incomplete hippocampal inversions evaluated across multiple cohorts

Add code
Aug 05, 2024
Viaarxiv icon

Separating common from salient patterns with Contrastive Representation Learning

Add code
Feb 19, 2024
Viaarxiv icon

Can we Agree? On the Rashōmon Effect and the Reliability of Post-Hoc Explainable AI

Add code
Aug 14, 2023
Viaarxiv icon

SepVAE: a contrastive VAE to separate pathological patterns from healthy ones

Add code
Jul 12, 2023
Viaarxiv icon

Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels

Add code
Nov 10, 2021
Figure 1 for Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels
Figure 2 for Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels
Figure 3 for Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels
Viaarxiv icon

UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning

Add code
Jul 05, 2021
Figure 1 for UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning
Figure 2 for UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning
Figure 3 for UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning
Figure 4 for UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning
Viaarxiv icon

Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification

Add code
Jun 16, 2021
Figure 1 for Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification
Figure 2 for Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification
Figure 3 for Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification
Figure 4 for Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification
Viaarxiv icon

Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning

Add code
Jun 02, 2021
Figure 1 for Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning
Figure 2 for Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning
Figure 3 for Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning
Figure 4 for Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning
Viaarxiv icon