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  1. Master-MVA Master-MVA Public

    Projects and homeworks done during the Mathematics, Vision and Learning Master's degree at École Normale Supérieure Paris-Saclay.

    Jupyter Notebook 1

  2. visloc-estimation-gradcam visloc-estimation-gradcam Public

    Forked from mever-team/visloc-estimation

    Modified PyTorch implementation of the "Leveraging EfficientNet and Contrastive Learning for Accurate Global-scale Location Estimation" [ICMR 2021] and "Leveraging Selective Prediction for Reliable…

    Python 1 1

  3. BSc-Thesis BSc-Thesis Public

    Final BSc project entitled "Mathematical modelling of zombies". The aim of the work is to model, using dynamical systems, the spread of a disease in a given population. In the thesis, we do this wi…

    MATLAB

  4. ReinforcementLearning_MVA ReinforcementLearning_MVA Public

    Forked from RL-MVA-2023-24/rl-class-assignment-DavidFaget

    Develop an RL agent to optimize HIV treatment strategies using the HIVPatient simulator. The agent aims to maintain patient health while minimizing drug use over 200 time steps. Evaluation is autom…

    Python

  5. off-nutrition-extraction off-nutrition-extraction Public

    This project aims to extract and process nutritional information from images of nutritional tables using Optical Character Recognition (OCR). Then, it employs a multitask learning model that perfor…

    Jupyter Notebook

  6. Combi-CAM Combi-CAM Public

    This repository contains the official implementation of the paper "Combi-CAM: A Novel Grad-CAM Approach for Geolocalization Explainability" by D. Faget, J. L. Lisani, and M. Colom.

    Python