Xinwei He's repositories
Identity-Mapping-ResNet-Lasagne
Reproduction of some of the results from 'Identity Mappings in Deep Residual Networks'
seq2seq-show-att-tell
Sequenced Show, Attend, and Tell: Natural Language from Natural Images
darkforestGo
DarkForest, the Facebook Go engine.
icml2016
Generative Adversarial Text-to-Image Synthesis
cifar.torch
92.45% on CIFAR-10 in Torch
cvpr2016
Learning Deep Representations of Fine-grained Visual Descriptions
nmn2
Dynamically predicted neural network structures for multi-domain question answering
VAE-Torch
Implementation of Variational Auto-Encoder in Torch7
gtsrb.torch
Traffic sign recognition with Torch
RMN
Recurrent Memory Network - Torch implementation
Crepe
Character-level Convolutional Networks for Text Classification
tensorflow-lstm-regression
Sequence prediction using recurrent neural networks(LSTM) with TensorFlow
NMT
Implementation of global attention in torch
MIXER
Mixed Incremental Cross-Entropy REINFORCE ICLR 2016
MovieQA_benchmark
Benchmark data and code for Question-Answering on Movie stories
torch-bnlstm
Batch-Normalized LSTM (Recurrent Batch Normalization) implementation in Torch.
ImageNet-Training
ImageNet training using torch
context-encoder
Unsupervised Feature Learning by Image Inpainting
densecap
Dense image captioning in Torch
torch-nn
Aditional functionnalities for torch7 neural networks
AttentionModels
This is where I play around with attention based models
DeepFace
Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.
SNLI-attention
SNLI with word-word attention by LSTM encoder-decoder
DeepLearning2016
Repository for Deep Learning Class NYU 2016
text2image
Generating Images from Captions with Attention
phrase-based_image_captioning
Torch implementation of ICML 2015 paper about image captioning