jizongFox

MI-based-Regularized-Semi-supervised-Segmentation

Code for "Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization"

DeepClusteringProject

This code accompanies the paper "Information based Deep Clustering: An experimental study".

brightness-control

Divide-and-Contrast

I just implemented MoCLR of the paper "Divide and Contrast: Self-supervised Learning from Uncurated Data" on cifar 10 dataset

Continual-Learning-Benchmark

Evaluate three types of task shifting with popular continual learning algorithms.

DCL

NeurIPS 2020, Debiased Contrastive Learning

DeepInfomaxPytorch

Learning deep representations by mutual information estimation and maximization

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

docker-deepin

Run deepin application(qq/TIM/WeChat) anywhere.

elasticdeform

Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).

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Knowledge-Graph-And-Visualization-Demo

There are 2D-Search and 3D-Graph-View for knowledge graph visualization.

Label-Propagation-with-Augmented-Anchors

A2LP for short, ECCV2020 spotlight, Investigating SSL principles for UDA problems

loguru

Python logging made (stupidly) simple

MPL-pytorch

Unofficial PyTorch implementation of "Meta Pseudo Labels"

Multi-View-Information-Bottleneck

Implementation of Multi-View Information Bottleneck

pypyr

pypyr task-runner cli & api for automation pipelines. Automate anything by combining commands, different scripts in different languages & applications into one pipeline process.

pytorch-gradual-warmup-lr

Gradually-Warmup Learning Rate Scheduler for PyTorch

sam

SAM: Sharpness-Aware Minimization (PyTorch)

scripts

Shadowsocks/SS一键脚本、ShadowsocksR/SSR一键脚本、V2Ray一键脚本、trojan一键脚本、VPS教程

SegLossBias

Code for the paper : The hidden label-marginal biases of segmentation losses. (Under Review)

SemiMeta

SimCSE

SimCSE: Simple Contrastive Learning of Sentence Embeddings

task_driven_data_augmentation

semi-supervised and task driven data augmentation code to improve segmentation performance

template-repo-python

A template repository to quickly start new python projects with an already working package structure and CI/CD

text2image

Text to Image Generation with Semantic-Spatial Aware GAN

transferlearning-tutorial

《迁移学习简明手册》LaTex源码

Unsupervised-Learning-by-Predicting-Noise

Unsupervised Learning by Predicting Noise implemented by PyTorch

wireguard-install

WireGuard VPN installer for Linux servers

yacs

YACS -- Yet Another Configuration System