Kerol Djoumessi

According to our database, Kerol Djoumessi authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Prototype-Guided and Lightweight Adapters for Inherent Interpretation and Generalisation in Federated Learning.

Samuel Ofosu Mensah, Kerol Djoumessi, Philipp Berens

CoRR, July, 2025

Soft-CAM: Making black box models self-explainable for high-stakes decisions.

Kerol Djoumessi, Philipp Berens

CoRR, May, 2025

A Hybrid Fully Convolutional CNN-Transformer Model for Inherently Interpretable Medical Image Classification.

Kerol Djoumessi, Samuel Ofosu Mensah, Philipp Berens

CoRR, April, 2025

2024

Interpretable-by-Design Deep Survival Analysis for Disease Progression Modeling.

Julius Gervelmeyer, Sarah Müller, Kerol Djoumessi, David Merle, Simon J. Clark, Lisa M. Koch, Philipp Berens

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

This Actually Looks Like that: Proto-BagNets for Local and Global Interpretability-by-Design.

Kerol Djoumessi, Bubacarr Bah, Laura Kühlewein, Philipp Berens, Lisa M. Koch

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024