Popular GitHub Repositories for Elbo

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

The implementation of the SHOT-VAE model in paper "SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations"

This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivalent to optimizing the IMA-regularized log-likelihood under certain assumptions (e.g., small decoder variance).

ICLR25 | Official code base for Denoising Levy Probabilistic Models (DLPM)

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.

A discrete diffusion model that works on graphs and optimized for ELBO computation.

rewriting ELBO: variational inference using symbolic rewriting techniques

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