YU1ut

MixMatch-pytorch

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

openset-DA

Code for 'Open Set Domain Adaptation by Backpropagation'

imprinted-weights

Code for 'Low-Shot Learning with Imprinted Weights'

imet-6th-soltuion

Code for iMet Collection 2019 - FGVC6

JointOptimization

Code for 'Joint Optimization Framework for Learning with Noisy Labels'

Ensemble-of-Leave-out-Classifiers

Code for "Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-out Classifiers"

Multi-Task-Curriculum-Framework-for-Open-Set-SSL

Code for "Multi-Task Curriculum Framework for Open-Set Semi-Supervised Learning"

Divergence-Optimization

Code for "Divergence Optimization for Noisy Universal Domain Adaptation"

UOOD-MCD

Unknown-Class-Label-Cleaning

Code for "Unknown Class Label Cleaning for Learning with Open-Set Noisy Labels"

YU1ut.github.io

AI_Challenger

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world.

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

Deep-SVDD-PyTorch

A PyTorch implementation of the Deep SVDD anomaly detection method

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

EDGE

Official PyTorch Implementation of EDGE (CVPR 2023)

github-actions-handson

IIC

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

java

lemniscate.pytorch

Unsupervised Feature Learning via Non-parametric Instance Discrimination

LtC-MSDA

Implementation of Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation (ECCV 2020).

mixup

Implementation of the mixup training method

mnist-svhn-transfer

PyTorch Implementation of CycleGAN and SSGAN for Domain Transfer (Minimal)

Skeleton-Temporal-Action-Localization

Official implementation of AAAI 2023 Oral Paper "Frame-Level Label Refinement for Skeleton-Based Weakly-Supervised Action Recognition"

thesis-template

A template primarily for PhD theses but also suitable for Bachelor's or Master's theses

two-stream-action-recognition

Using two stream architecture to implement action recognition on ucf101

whale-1