Chang Chen's repositories
A-Collection-of-important-tasks-in-pytorch
Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!
audio-super-res
Audio super resolution using neural networks
camera_identification
IEEE's Signal Processing Society - Camera Model Identification
conv4d
4D Convolution Operator for TensorFlow
deep-image-prior
Image restoration with neural networks but without learning.
EM-affinity
Pytorch Package for Unet3D
ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
FCIS
Fully Convolutional Instance-aware Semantic Segmentation
FW-Net
FW-Net for image denoising
kaggle-camera-model-identification
Code for reproducing 2nd place solution for Kaggle competition IEEE's Signal Processing Society - Camera Model Identification
lucid
A collection of infrastructure and tools for research in neural network interpretability.
mkl-dnn
Intel(R) Math Kernel Library for Deep Neural Networks (Intel(R) MKL-DNN)
ncmdump
python版本网易云音乐ncm文件格式转换
OpenNMT-py
Open Source Neural Machine Translation in PyTorch
pyinn
CuPy fused PyTorch neural networks ops
pytorch-best-practice
A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats
pytorch-zssr
PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning
RCAN
PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"
sbnet
Sparse Blocks Networks
sp-society-camera-model-identification
IEEE's Signal Processing Society - Camera Model Identification Kaggle Competition
SRGAN-tensorflow
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
subword-nmt
Subword Neural Machine Translation
TensorComprehensions
A domain specific language to express machine learning workloads.
tensorpack
A Neural Net Training Interface on TensorFlow
UNet-Zoo
A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation
vlc-pause-click-plugin
Plugin for VLC that pauses/plays video on mouse click
wheels
Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)
ZSSR
"Zero-Shot" Super-Resolution using Deep Internal Learning