MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images

Doanh C. Bui, Ba-Hung Ngo, Hoai Luan Pham, Khang Nguyen 0001, Maï K. Nguyen, Yasuhiko Nakashima. MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images. In IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2026, Tucson, AZ, USA, March 6-10, 2026. pages 4859-4868, IEEE, 2026. [doi]

Abstract

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