Image Super-Resolution for Anime-Style Art

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

Image-to-image translation with conditional adversarial nets

Feedforward style transfer

Facebook AI Research Sequence-to-Sequence Toolkit

Open Source Neural Machine Translation in Torch (deprecated)

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

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

A torch implementation of http://arxiv.org/abs/1511.06434

High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

3.8% and 18.3% on CIFAR-10 and CIFAR-100

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.

Torch on steroids

ImageNet classification using binary Convolutional Neural Networks

End-to-end deep learning image-similarity search engine

Accelerating Eulerian Fluid Simulation With Convolutional Networks

Generating Videos with Scene Dynamics. NIPS 2016.

Light your way in Deep Learning with Torch 🔦

CVPR18 - Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform

Autograd automatically differentiates native Torch code

Deep Networks with Stochastic Depth

SoundNet: Learning Sound Representations from Unlabeled Video. NIPS 2016

Torch-7 FFI bindings for NVIDIA CuDNN

code for "Fast Patch-based Style Transfer of Arbitrary Style".

an imagenet example in torch.

Implements an efficient softmax approximation as described in the paper "Efficient softmax approximation for GPUs" (http://arxiv.org/abs/1609.04309)

Faster neural doodle

2.86% and 15.85% on CIFAR-10 and CIFAR-100