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CIL（Class-Incremental Learning）类增量学习【Life-Long Machine Learning/Continual Learning】

License: Apache License 2.0

Python 63.75% Shell 0.48% Jupyter Notebook 35.73% Dockerfile 0.02% Makefile 0.02%

cil's Introduction

Class-Incremental Learning

介绍

CIL（Class-Incremental Learning）类增量学习【Life-Long Learning/Continual Learning】

Class-Incremental Learning

Title	Venue	Year	Type	Code	Code_Position
DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning	ECCV	2022	Prompt	Official	`📁 dualprompt-pytorch-master`
FOSTER: Feature Boosting and Compression for Class-Incremental Learning	ECCV	2022	Prompt	Official	`📁 ECCV22-FOSTER-master`
PILOT: A Pre-Trained Model-Based Continual Learning Toolbox			Toolbox	Official	`📁 LAMDA-PILOT-main`
Learning to Prompt for Continual Learning	CVPR	2022		Official	`📁 Learn-to-prompt-for-Continual-Learning-main`
PyCIL: A Python Toolbox for Class-Incremental Learning			Toolbox	Official	`📁 PyCIL-master`
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need				Official	`📁 RevisitingCIL-main`

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