Gogumee

Pixel2Mesh

Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. In ECCV2018.

Variational_Discriminator_Bottleneck

Implementation (with some experimentation) of the paper titled "VARIATIONAL DISCRIMINATOR BOTTLENECK: IMPROVING IMITATION LEARNING, INVERSE RL, AND GANS BY CONSTRAINING INFORMATION FLOW" (arxiv -> https://arxiv.org/pdf/1810.00821.pdf)

OneShotTranslation

Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018

MUSE

A library for Multilingual Unsupervised or Supervised word Embeddings

PADA

Code release for "Partial Adversarial Domain Adaptation" (ECCV 2018)

Deep-Relighting

sqair

Implementation of Sequential Attend, Infer, Repeat (SQAIR)

DeepMimic

Motion imitation with deep reinforcement learning.

warp

cvpr2018nkn

Tensorflow implementation of the CVPR 2018 paper: Neural Kinematic Networks for Unsupervised Motion Retargetting

neural_renderer-1

A PyTorch port of the Neural 3D Mesh Renderer

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

coma

Convolutional Mesh Autoencoders for Generating 3D Faces

dirt

DIRT: a fast differentiable renderer for TensorFlow

vunet

A generative model conditioned on shape and appearance.

GAN_stability

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

probabilistic_unet

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

gcn

Implementation of Graph Convolutional Networks in TensorFlow

conditional-neural-process

cycle-consistent-vae

This repository contains the code for the paper: Disentangling Factors of Variation with Cycle-Consistent Variational Auto-encoders (https://arxiv.org/abs/1804.10469), which was accepted at ECCV 2018.

generative-query-network-pytorch

Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"

VAE-Tensorflow

(beta-)VAE Tensorflow

adaptive-skip-intervals

Implementation of the paper "Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models"

nmt

TensorFlow Neural Machine Translation Tutorial

RIMD_Reconstruct

tnn

Biologically-realistic recurrent convolutional neural networks

AI4Animation

Character Animation in Unity 3D using Deep Learning and Artificial Intelligence

DRPAN

tf-gqn

Tensorflow implementation of Neural Scene Representation and Rendering

template_ffd

Code for paper "Learning Free-Form Deformations for 3D Object Reconstruction"