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