cc19970821

ProCA

This repository provides the official implementation for Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation (ECCV 2022)

awesome-source-free-test-time-adaptation

A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

cotta

[CVPR 2022] Official CoTTA Code for our paper Continual Test-Time Domain Adaptation

Awesome-Incremental-Learning

Awesome Incremental Learning

F2M

Awesome-Few-Shot-Class-Incremental-Learning

Awesome Few-Shot Class-Incremental Learning

Rotating-machine-fault-data-set

Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)

500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

MEAL-V2

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.

awesome-knowledge-distillation

Awesome Knowledge Distillation

CLsurvey

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

continual_learning_papers

Relevant papers in Continual Learning

incremental_learning.pytorch

A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。