Author

Saurabh Yadav

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Preprint Aug 2026

SELECT: SELEctive Context Transfer for Class-Incremental Semantic Segmentation

Class-Incremental Semantic Segmentation (CISS) is fundamentally challenged by catastrophic forgetting and background shift, where learning new concepts degrades performance on previously seen classes. While existing methods attempt to balance stability (retaining old knowledge) and plasticity (learning new knowledge),...

Avi Gupta, Saurabh Yadav, Koteswar Rao Jerripothula et al. · 0 citations