PeriodVOS: Learning Periodic Patterns for Unsupervised Video Object Segmentation via Adaptive Contextual Coupling. - Jiaqing Fan; Hanwen Qian; Mengjuan Jiang; Fanzhang Li (ACM Multimedia, 2025)

Foundational and Specialized Continual Learning for Unsupervised Video Object Segmentation via Lie Group Structural Adapter. - Hanwen Qian; Jiaqing Fan; Fanzhang Li (PRCV (11), 2025)