Gogumee's repositories
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)
sqair
Implementation of Sequential Attend, Infer, Repeat (SQAIR)
DeepMimic
Motion imitation with deep reinforcement learning.
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
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
tnn
Biologically-realistic recurrent convolutional neural networks
AI4Animation
Character Animation in Unity 3D using Deep Learning and Artificial Intelligence
tf-gqn
Tensorflow implementation of Neural Scene Representation and Rendering
template_ffd
Code for paper "Learning Free-Form Deformations for 3D Object Reconstruction"