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anonymization_2022

Study of an article in the context of the course "Data anonymization and privacy". About t-closeness, l-diversity and k-anonymity. Implementation of the associated code.

computervision_2021

Recognition and classification of 40 000 bird images among 260 bird species. Application of MLP, CNN, Transfer Learning, feature extraction methods to apply SVM, Random Forest, KNN and SGD on the data.

diffusionmodel

matrixfactorization_2021

Developed a recommendation system with matrix factorization. Applied gradient descent, Alternative Least-Squared, SVD and clustering.

mgmatting

mgmatting-1

This repository includes the official project of Mask Guided (MG) Matting, presented in our paper: Mask Guided Matting via Progressive Refinement Network

nlp-essay-scoring

salomepx

Config files for my GitHub profile.

voiceactivitydetector_2022

Creation of a voice activity detector

wordembedding_2021

Developed methods of translation with MUSE embedding dataset (Meta). Used supervised and unsupervised approaches : Linear, Procrustes, and SGD with orthogonality constraints. Used Generative Adversarial Networks with refinement.