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NeurIPS 2026Unified multimodal modelsThe Hong Kong University of ScieThe Hong Kong University of ScieHKUSTSouth China University of TechnoRutgersHong Kong University of Science

Two Drifts, One Principle: Conflict-Aware Spectral Consolidation for Multimodal Continual Learning

Haiyi Zhang, Qianyi Cai, Hanqing Wang, Zilin Wang, Xinyue Di, Yijie Xu, Yili Wang, Tianfu Wang, Yifan Han, Hui Xiong

Published 2026Sydney Poster Session 6 · Thu, Dec 10, 5:00 PM–8:00 PM local time · Hall 1-4OpenReview ↗

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