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Class-Incremental Semantic Segmentation

Semantic segmentation with continous increments of classes.

Papers

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Showing 11–20 of 31 papers

TitleStatusHype
Mitigating Background Shift in Class-Incremental Semantic SegmentationCode1
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation—0
Towards Realistic Incremental Scenario in Class Incremental Semantic SegmentationCode0
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental SegmentationCode1
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory—0
Few-shot Class-Incremental Semantic Segmentation via Pseudo-Labeling and Knowledge DistillationCode0
DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic Segmentation—0
Evolving Knowledge Mining for Class Incremental SegmentationCode0
Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic SegmentationCode1
Incrementer: Transformer for Class-Incremental Semantic Segmentation With Knowledge Distillation Focusing on Old Class—0
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