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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

divergence-optimization

Code for "Divergence Optimization for Noisy Universal Domain Adaptation"

edge

Official PyTorch Implementation of EDGE (CVPR 2023)

ensemble-of-leave-out-classifiers

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

github-actions-handson

iic

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

imet-6th-soltuion

Code for iMet Collection 2019 - FGVC6

imprinted-weights

Code for 'Low-Shot Learning with Imprinted Weights'

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

jointoptimization

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

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).

mixmatch-pytorch

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

mixup

Implementation of the mixup training method

mnist-svhn-transfer

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

multi-task-curriculum-framework-for-open-set-ssl

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

openset-da

Code for 'Open Set Domain Adaptation by Backpropagation'

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

unknown-class-label-cleaning

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

uood-mcd

whale-1

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