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Class-Incremental Semantic Segmentation

Semantic segmentation with continous increments of classes.

Papers

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Showing 1–10 of 31 papers

TitleStatusHype
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental SegmentationCode1
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic SegmentationCode1
Decomposed Knowledge Distillation for Class-Incremental Semantic SegmentationCode1
Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic SegmentationCode1
Mitigating Background Shift in Class-Incremental Semantic SegmentationCode1
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental LearningCode1
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic SegmentationCode1
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental SegmentationCode1
Balanced Residual Distillation Learning for 3D Point Cloud Class-Incremental Semantic Segmentation—0
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation—0
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