AI RESEARCH
Zero-Forgetting CISS via Dual-Phase Cognitive Cascades
arXiv CS.CV
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ArXi:2603.13874v1 Announce Type: new Continual semantic segmentation (CSS) is a cornerstone task in computer vision that enables a large number of downstream applications, but faces the catastrophic forgetting challenge. In conventional class-incremental semantic segmentation (CISS) frameworks using Softmax-based classification heads, catastrophic forgetting originates from Catastrophic forgetting and task affiliation probability.