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Introduction

Official Repo

Code Snippet

SDR (CVPR'2021) 
@inproceedings{michieli2021continual,
  title={Continual semantic segmentation via repulsion-attraction of sparse and disentangled latent representations},
  author={Michieli, Umberto and Zanuttigh, Pietro},
  booktitle={Proceedings of the IEEE/CVF conference on computer vision and pattern recognition},
  pages={1114--1124},
  year={2021}
}

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: