Jiatao Gu

CopyNet. incorporating copying mechanism in sequence-to-sequence learning

Squirrel. PyTorch implementation of Transformer-based Neural Machine Translation

NA-NMT. Non-autoregressive Neural Machine Translation (not a full version)

MetaNMT. Meta learning for Neural Machine Translation

Efficient-Neural-Machine-Translation. PhD thesis (updating) of Jiatao Gu from HKU

SEG-NMT. Search Engine Guided Non-Parametric Neural Machine Translation

NMT-RDPG. Neural machine translation with Recurrent Deterministic Policy Gradient

DepthwiseConv2d. Efficient implementation of Depthwise Conv2d. The main code is from https://github.com/MegEngine

lm_decoder. Simple decoding with n-gram language model (KenLM)

Dep-Compo. A dependency based RNN composition methods for phrases and sentences.

fairseq-stable. Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

splatter-image. Official implementation of `Splatter Image: Ultra-Fast Single-View 3D Reconstruction'

ProgressiveDust3R. Official implementation of Continuous 3D Perception Model with Persistent State

threestudio. A unified framework for 3D content generation.

image2edge. image to edge with pidinet

NLPMetrics. Python code for various NLP metrics

pytorch-pretrained-BERT. A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

dl4mt-material. Python

tiny-cuda-nn. Lightning fast & tiny C++/CUDA neural network framework

reformer-pytorch. Reformer, the efficient Transformer, in Pytorch

NVAE. The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

ItChat. A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。

debug.github.io. Jiatao Gu's homepage.

stable-dreamfusion. A working implementation of text-to-3D dreamfusion, powered by stable diffusion.

lpips-pytorch. A simple and useful implementation of LPIPS.