vivonasg's repositories
AtlasNet
This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning Mesh Synthesis". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
CapsGAN
Unsupervised representation learning with CapsNet based Generative Adversarial Networks
CycleGAN-tensorflow
Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
FCN.tensorflow
Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)
H-GCN
Source code and datasets for the paper "Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification" (IJCAI-19)
hourglasstensorlfow
Tensorflow implementation of Stacked Hourglass Networks for Human Pose Estimation
improved_wgan_training
Code for reproducing experiments in "Improved Training of Wasserstein GANs"
MixHop-and-N-GCN
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
MUNIT-Tensorflow
Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)
pix2pix-tensorflow
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/
pix2pixHD
Synthesizing and manipulating 2048x1024 images with conditional GANs
pointnet-autoencoder
Autoencoder for Point Clouds
pyGAT
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
pytorch-MNIST-CelebA-GAN-DCGAN
Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
relational-networks
Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)
RelationNetworks-CLEVR
A pytorch implementation for "A simple neural network module for relational reasoning", working on the CLEVR dataset
robust-gcn
Implementation of the paper "Certifiable Robustness and Robust Training for Graph Convolutional Networks".
Tensorflow-binary-classification
A binary classification model based on tensorflow.
UNIT
Unsupervised Image-to-Image Translation
xlnet-Pytorch
Simple XLNet implementation with Pytorch Wrapper