Computer Vision

Benchmarking Generalized Out-of-Distribution Detection

94% on CIFAR-10 in 3.29 seconds 💨 https://arxiv.org/abs/2404.00498

Code for ICCV 2023 paper "Nearest Neighbor Guidance for Out-of-Distribution Detection"

A curated list of references for MLOps

Official implementation of VQ-Diffusion

denoising diffusion models, as simple as possible

This repository is related to a project of the Introduction to Numerical Imaging (i.e, Introduction à l'Imagerie Numérique in French), given by the MVA Masters program at ENS-Paris Saclay. It was entirely build from scratch and contains code in PyTorch Lightning to train and then use a neural network for image classification. We used it to create

Training code for downsampled ImageNet datasets