aillaud

Diffusion-models

State of the art of generative models and in-depth study of diffusion models

Semi-Supervised-Learning-CIFAR10

Study of a powerful Semi-Supervised Learning model, FixMatch, trained on the dataset CIFAR-10

VQVAE_Flax

Implementation of basic autoencodeur, VAE and VQVAE in Flax

CUDA-Gradient-Descent

Implementation of a linear classifier on the Google California Housing Data Set in CUDA

Face-Classification-Unk

Methodology used to classify face images based on unknown criteria as part of a datachallenge organised at Telecom Paris

Histopathological-Image-Classification

Methodology used to classify breast cancer histopathological images as part of a datachallenge organised at Telecom Paris

Probabilistic-Models

Practical works on Bayesian classification, Hidden Markov Models and Restricted Boltzmann Machines

Projets-Kit-Big-Data

Vascular-Network-Segmentation

Automatic segmentation of the vascular network on fundus images obtained by scanning laser ophthalmoscopy