Yann Dubois's repositories
Experiments for understanding disentanglement in VAE latent representations
Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.
Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"
Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.
Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Code for generating datasets consisting of overlayed images.
Sequential model-based optimization with a `scipy.optimize` interface
links and status of cool gradio demos
Playing Around with JupyterBook
Build interactive, publication-quality documents from Jupyter Notebooks
Toolbox of models, callbacks, and datasets for AI/ML researchers.
ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.
Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)
Pretrained TorchVision models on CIFAR10 dataset (with weights)
Geometric Deep Learning Extension Library for PyTorch
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
Tic tac toe dataset and PyTorch baseline.
VICRegL official code base
Yet another blog with focus on machine learning. Home of an intuitive machine learning glossary / cheat sheet.