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Yangguang Liu

2 accepted papers

2026

Parameter-Masked Decoupled Optimization for Cross-Domain Class-Incremental Learning

ICML 2026poster

Cross-domain class-incremental learning (CD-CIL) requires models to continuously acquire new classes across shifting domains while retaining previously learned knowledge. Existing approaches often entangle what to update with how to update, resulting in unstable adaptation and severe forgetting unde…

Cited by 0SourceScholar