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Xialei Liu
Xialei Liu
18
papers
1,049
total citations
papers (18)
Semantic Drift Compensation for Class-Incremental Learning
CVPR 2020
arXiv
387
citations
Cross-Domain Few-Shot Learning With Task-Specific Adapters
CVPR 2022
arXiv
149
citations
Representation Compensation Networks for Continual Semantic Segmentation
CVPR 2022
arXiv
127
citations
Universal Representation Learning From Multiple Domains for Few-Shot Classification
ICCV 2021
arXiv
109
citations
Long-Tailed Class Incremental Learning
ECCV 2022
arXiv
51
citations
Learning Multiple Dense Prediction Tasks From Partially Annotated Data
CVPR 2022
arXiv
49
citations
Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection
ICCV 2023
arXiv
43
citations
Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion
ECCV 2024
arXiv
41
citations
Generative Multi-modal Models are Good Class Incremental Learners
CVPR 2024
arXiv
26
citations
Masked Autoencoders are Efficient Class Incremental Learners
ICCV 2023
arXiv
20
citations
GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery
CVPR 2025
arXiv
15
citations
Fine-Grained Knowledge Selection and Restoration for Non-exemplar Class Incremental Learning
AAAI 2024
arXiv
13
citations
Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning
CVPR 2024
arXiv
8
citations
KAC: Kolmogorov-Arnold Classifier for Continual Learning
CVPR 2025
arXiv
6
citations
Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising
ICCV 2023
arXiv
4
citations
Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning
NEURIPS 2025
arXiv
1
citations
Endpoints Weight Fusion for Class Incremental Semantic Segmentation
CVPR 2023
0
citations
Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning
ICCV 2025
arXiv
0
citations