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followers: 57.0 following: 25.0 repos: 145.0 gists: 0.0

Name: Guang Li

Type: User

Company: Hokkaido University

Bio: Assistant Professor at Hokkaido University

Location: Sapporo, Hokkaido

Blog: https://www-lmd.ist.hokudai.ac.jp/member/guang-li/

Guang Li's Projects

pretext-invariant-representations

Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

progressive_growing_of_gans_tensorflow

Tensorflow implement of PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION

pspnet-keras-tensorflow

TensorFlow implementation of original paper : https://github.com/hszhao/PSPNet

pspnet-tensorflow

An implementation of PSPNet in tensorflow, see tutorial at:

pycontrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

pysnooper

Never use print for debugging again

python-project

A series of python projects

pytorch-byol

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

rkd

Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019

sc-fegan

SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color

segcaps

Official Implementation of the Paper "Capsules for Object Segmentation".

self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

self-attention-gan-tensorflow

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

self-supervised

Whitening for Self-Supervised Representation Learning | Official repository

self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

semantic_image_inpainting

Semantic Image Inpainting

semanticgenesis

Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020

sfda-dpl

[MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling

shapematchinggan

[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

simclr-1

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

simsiam

A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'

simsiam-1

Exploring Simple Siamese Representation Learning

singan

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

sngan_projection

GANs with spectral normalization and projection discriminator

sonnet

TensorFlow-based neural network library

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