Picture for Enzo Ferrante

Enzo Ferrante

CVN, CentraleSupelec-INRIA, Universite Paris-Saclay, France

Towards Reliable WMH Segmentation under Domain Shift: An Application Study using Maximum Entropy Regularization to Improve Uncertainty Estimation

Add code
Jun 17, 2025
Viaarxiv icon

Performance Estimation for Supervised Medical Image Segmentation Models on Unlabeled Data Using UniverSeg

Add code
Apr 22, 2025
Viaarxiv icon

ChronoRoot 2.0: An Open AI-Powered Platform for 2D Temporal Plant Phenotyping

Add code
Apr 20, 2025
Viaarxiv icon

Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation

Add code
Apr 09, 2025
Viaarxiv icon

In-Context Reverse Classification Accuracy: Efficient Estimation of Segmentation Quality without Ground-Truth

Add code
Mar 06, 2025
Viaarxiv icon

Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation

Add code
Jan 24, 2025
Figure 1 for Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation
Figure 2 for Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation
Figure 3 for Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation
Figure 4 for Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation
Viaarxiv icon

In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review

Add code
Jan 18, 2025
Figure 1 for In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
Figure 2 for In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
Figure 3 for In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
Viaarxiv icon

On dataset transferability in medical image classification

Add code
Dec 28, 2024
Viaarxiv icon

Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation

Add code
Dec 04, 2024
Figure 1 for Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
Figure 2 for Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
Figure 3 for Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
Figure 4 for Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
Viaarxiv icon

SignAttention: On the Interpretability of Transformer Models for Sign Language Translation

Add code
Oct 18, 2024
Viaarxiv icon