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awesome-incremental-learning

Awesome Incremental Learning

awt-for-ciss

Official repository for our paper on "Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation" published at WACV 2023.

bacs-continual-semantic-segmentation

A novel framework that uses foreground class prototypes along with dark experience replay to alleviate both catastrophic forgetting and background shift in semantic segmentation (where old classes are having ground truth background in future tasks).

cascade_model

cbna

comformer

Official implementation of "CoMFormer: Continual Learning in Semantic and Panoptic Segmentation"

cssegmentation

CSSegmentation: An Open Source Continual Semantic Segmentation Toolbox Based on PyTorch.

csu-thesis-latex-template

中南大学学位论文LaTeX模板

cvpr2021_plop

Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation

domoticz

Open source Home Automation System

e-mark3.0

ui调整与功能完善

e_mark_syetem4.0

e_rs_mark_system

遥感在线标记系统

ed-dpm

ewf_official

An official code for "Endpoints Weight Fusion for Class Incremental Semantic Segmentation"

fire

火点识别项目

firefire

first commit

fruitsnutsseg-master

incremental_learning.pytorch

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

lgkd

[ICCV 2023] Official implementation for "Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds".

maskgan

MaskGAN for unpaired MR-to-CT synthesis. Official implementation of MICCAI 2023

mib

Official code for Modeling the Background for Incremental Learning in Semantic Segmentation https://arxiv.org/abs/2002.00718

pycil

PyCIL: A Python Toolbox for Class-Incremental Learning

rbc

RBC: Rectifying the Biased Context in Continual Semantic Segmentation

rcil

[CVPR2022] Representation Compensation Networks for Continual Semantic Segmentation

recall

Official TensorFlow implementation of "RECALL: Replay-based Continual Learning in Semantic Segmentation", ICCV 2021

reminder

Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation

rotateproject