2-MoE: Ridge Regression-Based Analytic Adaptation with Mixture of Experts for Continual Learning with Vision-Language Models

Maoqi Liu, Quan Fang, Junyu Gao, Yang Yang. 2-MoE: Ridge Regression-Based Analytic Adaptation with Mixture of Experts for Continual Learning with Vision-Language Models. In Josef Kittler, Hongkai Xiong, Jian Yang 0003, Xilin Chen 0001, Jiwen Lu, Weiyao Lin, Jingyi Yu 0002, Weishi Zheng 0001, editors, Pattern Recognition and Computer Vision - 8th Chinese Conference, PRCV 2025, Shanghai, China, October 15-18, 2025, Proceedings, Part I. Volume 16272 of Lecture Notes in Computer Science, pages 277-291, Springer, 2025. [doi]

Abstract

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