Xialei Liu

8

Papers

67

Total Citations

Papers (8)

Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion

Fine-Grained Knowledge Selection and Restoration for Non-exemplar Class Incremental Learning

Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning

KAC: Kolmogorov-Arnold Classifier for Continual Learning

Generative Multi-modal Models are Good Class Incremental Learners

Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning

Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning

GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery