Guang Li (Guang000)

Guang000

Geek Repo

Company:Hokkaido University

Location:Sapporo, Hokkaido

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

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Guang Li's repositories

Awesome-Dataset-Distillation

A curated list of awesome papers on dataset distillation and related applications.

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awesome-graph-reduction

[IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.

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mtt-distillation

Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"

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Transformer-SSL

This is an official implementation for "Self-Supervised Learning with Swin Transformers".

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Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

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Awesome-Masked-Autoencoders

A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).

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awesome-pretrained-stylegan2

A collection of pre-trained StyleGAN 2 models to download

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awesome-self-supervised-learning

A curated list of awesome self-supervised methods

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Awesome-Text-to-Image

A Survey on Text-to-Image Generation/Synthesis.

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Awesome-Transformer-in-CV

A Survey on Transformer in CV.

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Awesome-Video-Diffusion

A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.

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Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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esvit

EsViT: Efficient self-supervised Vision Transformers

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FRePo

Official Code for Dataset Distillation using Neural Feature Regression (NeurIPS 2022)

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FTD-distillation

The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)

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Medical-Transformer

Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation"

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momentum2-teacher

Implementation of momentum^2 teacher

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MSF

Official code for "Mean Shift for Self-Supervised Learning"

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Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

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PCRL

official pytorch implementation of PCRL

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SFDA-DPL

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

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SimCLR-1

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

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SimSiam

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

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transformer-in-transformer

Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch

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vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

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vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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