Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

A PyTorch Implementation of Generating Sentences from a Continuous Space by Bowman et al. 2015.

Code for Adversarial Approximate Inference for Speech to Laryngograph Conversion

Coordinate ascent mean-field variational inference (CAVI) using the evidence lower bound (ELBO) to iteratively perform the optimal variational factor distribution parameter updates for clustering.

Differentiable Probabilistic Models

rewriting ELBO: variational inference using symbolic rewriting techniques

Computational Statistics Project (MVA)

Replication of the research paper titled Auto-Encoding Variational Bayes.

Implementation of a Denoising Diffusion Probabilistic Model with some mathematical background.

Factorized variational approximation using a univariate Gaussian distribution over a single variable x.

Unsupervised Learning