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Guang Li's Projects

iic icon iic

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

imgaug icon imgaug

Image augmentation for machine learning experiments.

imgclsmob icon imgclsmob

Sandbox for training convolutional networks for computer vision

jigsawpuzzlepytorch icon jigsawpuzzlepytorch

Pytorch implementation of the method from the paper "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles"

lenia icon lenia

Lenia - Mathematical Life Forms

machine-learning-with-python icon machine-learning-with-python

此项目是我在学习《机器学习实战》这本书时的代码记录情况,用python实现,当然也会包括一些其他的机器学习算法,使用Python实现

magent icon magent

A Platform for Many-agent Reinforcement Learning

maml-pytorch icon maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

medical-transformer icon medical-transformer

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

medicalnet icon medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

medmnist icon medmnist

MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

models icon models

Models and examples built with TensorFlow

msf icon msf

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

mtt-distillation icon mtt-distillation

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

neuraltexture icon neuraltexture

Learning a Neural 3D Texture Space from 2D Exemplars [CVPR, 2020]

object_centric_vad icon object_centric_vad

An Tensorflow Re-Implement of CVPR 2019 "Object-centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video"

openface icon openface

Face recognition with deep neural networks.

owm icon owm

Code for Continual Learning of Context-dependent Processing in Neural Networks

pcrl icon pcrl

official pytorch implementation of PCRL

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