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17 search results found

Edward ⭐ 4,503

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Awesome Vaes ⭐ 448

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

Probabilistic_unet ⭐ 400

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

Deep Generative Models For Natural Language Processing ⭐ 330

DGMs for NLP. A roadmap.

Vitutorial ⭐ 283

This repository stores slides for a tutorial on variational inference for NLP audiences.

Generative_models_tutorial_with_demo ⭐ 268

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

Variational Ladder Autoencoder ⭐ 198

Implementation of VLAE

Celeste.jl ⭐ 124

Scalable inference for a generative model of astronomical images

Sequential Variational Autoencoder ⭐ 71

Implementation of Sequential Variational Autoencoder

Generalized Pixelvae ⭐ 66

PixelVAE with or without regularization

Ai_learning_hub ⭐ 45

AI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics

Ladder Vae Pytorch ⭐ 31

Ladder Variational Autoencoders (LVAE) in PyTorch

Posterior Collapse List ⭐ 17

A curated list of techniques to avoid posterior collapse

Adaptive F Divergence ⭐ 16

A tensorflow implementation of the NIPS 2018 paper "Variational Inference with Tail-adaptive f-Divergence"

Unsupervised speech enhancement using DVAEs

Variational Diffusion Models ⭐ 11

PyTorch implementation of Variational Diffusion Models.

Code for "MIM: Mutual Information Machine" paper.

Attend Infer Repeat Pytorch ⭐ 9

Attend Infer Repeat (AIR) in PyTorch

Unsupobjseg ⭐ 8

🔥Benchmarking Unsupervised Object Segmentation (NeurIPS 2022)

Vae Tensorflow ⭐ 6

TensorFlow implementation of Auto-Encoding Variational Bayes.

Generative Models ⭐ 5

Repository for self-teaching of Generative Models and its applications.

Generative ⭐ 5

Repository to explore Generative Models

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