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Abstract: Weakly Supervised Incremental Semantic Segmentation (WISS) aims to enable deep neural networks to incrementally learn new classes using only image-level labels without catastrophic ...

Abstract: In the field of class incremental leaming (CIL), generative replay has become increasingly prominent as a method to mitigate the catastrophic forgetting, alongside the continuous ...

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