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Pan Xie's Projects

gan icon gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

intro_dgm icon intro_dgm

An Introduction to Deep Generative Modeling: Examples

involution icon involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

leetcode icon leetcode

Doing leetcode exercise by topics every day

mask-predict-1 icon mask-predict-1

A masked language modeling objective to train a model to predict any subset of the target words, conditioned on both the input text and a partially masked target translation.

minigpt-4 icon minigpt-4

MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models

mmaction2 icon mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

mrt icon mrt

Minimum Risk Training criteria for neural machine translation

multi_response icon multi_response

tensorflow implement of "Generating Multiple Diverse Responses for Short-Text Conversation", tencent ailab aaai19

n3lp icon n3lp

C++ implementation for Neural Network-based NLP, such as LSTM machine translation!

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nmt_gan icon nmt_gan

generative adversarial nets for neural machine translation

nslt icon nslt

Neural Sign Language Translation (CVPR'18)

open-muse icon open-muse

Open reproduction of MUSE for fast text2image generation.

opennmt-py icon opennmt-py

Open Source Neural Machine Translation in PyTorch

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