24 citations · 27 across the 7 of their papers we have counts for
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cs.CV2026
Weakly Supervised Incremental Segmentation via Semantic Anchors and Spatial Arbitration
Zhonggai Wang, Kai Fang, Guangyu Gao
Weakly Incremental Learning for Semantic Segmentation (WILSS) suffers from the continuous introduction of noisy supervision, which progressively corrupts class-level representation…
cs.CV2025
CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation
Kai Fang, Anqi Zhang, Guangyu Gao +3
Effective Class Incremental Segmentation (CIS) requires simultaneously mitigating catastrophic forgetting and ensuring sufficient plasticity to integrate new classes. The inherent…