Xialei Liu
8
Papers
67
Total Citations
Papers (8)
Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion
ECCV 2024arXiv
41
citations
Fine-Grained Knowledge Selection and Restoration for Non-exemplar Class Incremental Learning
AAAI 2024arXiv
13
citations
Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning
CVPR 2024
8
citations
KAC: Kolmogorov-Arnold Classifier for Continual Learning
CVPR 2025
5
citations
Generative Multi-modal Models are Good Class Incremental Learners
CVPR 2024
0
citations
Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning
ICCV 2025
0
citations
Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning
NeurIPS 2025
0
citations
GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery
CVPR 2025
0
citations