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434524a · Jun 29, 2023

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Introduction

Official Repo

Code Snippet

EWF (CVPR'2023)
@inproceedings{xiao2023endpoints,
  title={Endpoints Weight Fusion for Class Incremental Semantic Segmentation},
  author={Xiao, Jia-Wen and Zhang, Chang-Bin and Feng, Jiekang and Liu, Xialei and van de Weijer, Joost and Cheng, Ming-Ming},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={7204--7213},
  year={2023}
}

Results

PASCAL VOC

Backbone Crop Size Setting mIoU Download
R-101-D16 512x512 15-5-disjoint cfg | modellinks-per-step | log
R-101-D16 512x512 15-5-overlapped cfg | modellinks-per-step | log
R-101-D16 512x512 15-1-disjoint cfg | modellinks-per-step | log
R-101-D16 512x512 15-1-overlapped cfg | modellinks-per-step | log
R-101-D16 512x512 10-1-disjoint cfg | modellinks-per-step | log
R-101-D16 512x512 10-1-overlapped cfg | modellinks-per-step | log

ADE20k

Backbone Crop Size Setting mIoU Download
R-101-D16 512x512 100-50-disjoint cfg | modellinks-per-step | log
R-101-D16 512x512 100-50-overlapped cfg | modellinks-per-step | log
R-101-D16 512x512 100-10-disjoint cfg | modellinks-per-step | log
R-101-D16 512x512 100-10-overlapped cfg | modellinks-per-step | log
R-101-D16 512x512 100-5-disjoint cfg | modellinks-per-step | log
R-101-D16 512x512 100-5-overlapped cfg | modellinks-per-step | log

More

You can also download the model weights from following sources: