Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

Image-to-image translation with conditional adversarial nets

Lightweight Lua-based IDE for Lua with code completion, syntax highlighting, live coding, remote debugger, and code analyzer; supports Lua 5.1, 5.2, 5.3, 5.4, LuaJIT and other Lua interpreters on W…

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

The original code from the DeepMind article + my tweaks

Memory Networks implementations

Sequence-to-sequence model with LSTM encoder/decoders and attention

Generative Adversarial Text-to-Image Synthesis

Task generation for testing text understanding and reasoning

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

Neural conversational model in Torch

natural image generation using ConvNets

Train a deeper LSTM and normalized CNN Visual Question Answering model. This current code can get 58.16 on OpenEnded and 63.09 on Multiple-Choice on test-standard.

Gated Graph Sequence Neural Networks

Implementation of Variational Auto-Encoder in Torch7

Code for Structured Attention Networks https://arxiv.org/abs/1702.00887

Simple Baseline for Visual Question Answering

Torch7 implementation of Grid LSTM as described here: http://arxiv.org/pdf/1507.01526v2.pdf

TripletLoss used in Google's FaceNet paper

Multi-Perspective Convolutional Neural Networks for modeling textual similarity (He et al., EMNLP 2015)

DPPnet: Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction

Top-down Tree LSTM (NAACL 2016) http://aclweb.org/anthology/N/N16/N16-1035.pdf

Neural Attention Model for Abstractive Summarization

Hadamard Product for Low-rank Bilinear Pooling

Multimodal Compact Bilinear Pooling for Torch7

Torch implementation for Stacked Attention Networks

Toy codes to kick-start deep learning for NLP !

Referring expression comprehension on ReferIt(RefClef)

Context-aware distributed knowledge embedding