pixelcnn

in progress

Tensorflow implementation of pixel-recursive-super-resolution(Google Brain paper: https://arxiv.org/abs/1702.00783)

Easy generative modeling in PyTorch

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Theano reimplementation of pixelCNN architecture

PyTorch implementation of "Conditional Image Generation with PixelCNN Decoders" by van den Oord et al. 2016

Generative models (GAN, VAE, Diffusion Models, Autoregressive Models) implemented with Pytorch, Pytorch_lightning and hydra.

PyTorch implementation of gated PixelCNN

WaveNet implementation with chainer

3D VQ-VAE-2 for high-resolution CT scan synthesis

Implementation of Vector Quantised VAE (VQ-VAE) with PixelCNN prior in Tensorflow.

A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.

Pytorch implementation of Pixel Constrained CNN, a framework for probabilistic semantic inpainting 🎨

Pytorch implementations of the PixelCNN (va Oord et al. 2016) and PixelVAE (Gulrajani et al. 2016) models

Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021

Tensorflow 2.0 implementation of Deep Autoregressive Models

Pytorch implementation of "Pixcolor:Pixel Recursive Colorization" (in progress)

Probabilistic Image Colorization, BMVC 2017

An AI research project which explores audio synthesis.

Gated PixelCNN implementation in pytorch