Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation
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DOI: 10.1109/tpami.2022.3163806
Abstract: A fundamental and challenging problem in deep learning is catastrophic forgetting, the tendency of neural networks to fail to preserve the knowledge acquired from old tasks when learning new tasks. This problem has been widely… read more here.
Keywords: contrastive distillation; distillation; uncertainty aware; aware contrastive ... See more keywords