This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

PyTorch implementation of Super SloMo by Jiang et al.

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

Bilinear attention networks for visual question answering

The implementation of StyleGAN on PyTorch 1.0.1

Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models

The PyTorch Implementation of SummaRuNNer

PyTorch implementation of soft actor critic

A pytorch reproduction of { Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation }.

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

PyTorch Implementation of Focal Loss and Lovasz-Softmax Loss

Another pytorch implementation of FCN (Fully Convolutional Networks)

Character-level Convolutional Neural Networks for text classification in PyTorch

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).

A pytorch implemention of MoCoGAN

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

Unofficially Pytorch implementation of High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection

Fact Extraction and VERification baseline published in NAACL2018

LSTM and GRU in PyTorch

Pytorch implement WaveNet

A Pytorch tutorial for implementation of Dynamic memory Network Plus

Pytorch implementation of GCN architecture for semantic segmentation

Pytorch implementation of Unsupervised Attention-guided Image-to-Image Translation.

Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247