Chang Chen's repositories
Deep-learning-with-Python
Example projects I completed to understand Deep Learning techniques with Tensorflow.
bicubic_interp-tensorflow
A differentiable bicubic interpolation module of TensorFlow
BRCN
A unofficial implementation of paper method that 'Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution'
cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
deep_architecture_genealogy
Deep Learning Architecture Genealogy Project
deepo
A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.
DL4NMT_Theano
Some Theano NMT code based on DL4NMT.
DPED
Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
image_deblur_code
patch selection 1st
keras-non-local-nets
Keras implementation of Non-local Neural Networks
MCWNNM_ICCV2017
Matlab Code
MemNet
Code for our ICCV'17 paper "MemNet: A Persistent Memory Network for Image Restoration" (SPOTLIGHT Presentation)
Meta-Learning-Papers
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
multi-class-text-classification-cnn
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
nmt
TensorFlow Neural Machine Translation Tutorial
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-sepconv
an implementation of Video Frame Interpolation via Adaptive Separable Convolution using PyTorch
sacreBLEU
Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons
shred
Matlab code for estimating Hyperspectral data from RGB/Multispectral images
SPMC_VideoSR
Repository for Detail-revealing Deep Video Super-resolution https://arxiv.org/abs/1704.02738
SRGAN-1
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
subpixel
subpixel: A subpixel convnet for super resolution with Tensorflow
tensor2tensor
A library for generalized sequence to sequence models
tensorflow-convlstm-cell
A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.
tensorflow-fcn
An Implementation of Fully Convolutional Networks in Tensorflow.
tensorforce
TensorForce: A TensorFlow library for applied reinforcement learning
TF-deformable-conv
Implementation of deformable convolution as an operation in tensorflow
transformer
A TensorFlow Implementation of the Transformer: Attention Is All You Need