Overlapped 19-1
2 papers with code • 1 benchmarks • 0 datasets
Benchmarks
These leaderboards are used to track progress in Overlapped 19-1
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Most implemented papers
PLOP: Learning without Forgetting for Continual Semantic Segmentation
arthurdouillard/CVPR2021_PLOP
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CVPR 2021
classes predicted by the old model to deal with background shift and avoid catastrophic forgetting of the old classes.
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
While the recent CISS algorithms utilize variants of the knowledge distillation (KD) technique to tackle the problem, they failed to fully address the critical challenges in CISS causing the catastrophic forgetting; the semantic drift of the background class and the multi-label prediction issue.
