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Continual Semantic Segmentation

Continual learning in semantic segmentation.

Papers

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Showing 11–20 of 34 papers

TitleStatusHype
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and ApplicationCode1
Rethinking Exemplars for Continual Semantic Segmentation in Endoscopy Scenes: Entropy-based Mini-Batch Pseudo-Replay—0
SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision TransformersCode2
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments—0
Continual Semantic Segmentation with Automatic Memory Sample Selection—0
Effects of Architectures on Continual Semantic Segmentation—0
Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans—0
Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point CloudsCode1
Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans—0
Preparing the Future for Continual Semantic Segmentation—0
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All datasetsADE20KPASCAL VOC 2012ScanNet

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LGKDmIoU37.5—Unverified
2Mask2FormermIoU36.7—Unverified
#ModelMetricClaimedVerifiedStatus
1LGKDmIoU75.7—Unverified
#ModelMetricClaimedVerifiedStatus
1LGKDmIoU55.3—Unverified