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Xiao-Qian Liu

Shandong University

Postdoctoral fellow at the School of Software, Shandong University. Researcher in Trustworthy AI, LVLM Reasoning, Multimedia Analysis, and Document Intelligence.

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#domain adaptation

Content tagged with "domain adaptation"

Noisy-Aware Unsupervised Domain Adaptation for Scene Text Recognition
2024-01-01 Xiao-Qian Liu, Peng-Fei Zhang, Xin Luo, Zi Huang, and Xin-Shun Xu IEEE Transactions on Image Processing, 33:6550-6563 (CCF-A)
#Domain Adaptation #Scene Text Recognition

Unsupervised adaptation for scene text recognition with learning mechanisms that suppress unreliable pseudo-label supervision.

ProtoUDA: Prototype-Based Unsupervised Adaptation for Cross-Domain Text Recognition
2024-01-01 Xiao-Qian Liu, Xin Luo, and Xin-Shun Xu IEEE Transactions on Knowledge and Data Engineering, 36(12):9096-9108 (CCF-A)
#Prototype Learning #Domain Adaptation

Prototype-based unsupervised adaptation for robust text recognition across domains.

TextAdapter: Self-Supervised Domain Adaptation for Cross-Domain Text Recognition
2024-01-01 Xiao-Qian Liu, Peng-Fei Zhang, Xin Luo, Zi Huang, and Xin-Shun Xu IEEE Transactions on Multimedia, 26:9854-9865 (CCF-A)
#Self-Supervised Learning #Domain Adaptation

Self-supervised representation adaptation for cross-domain scene text recognition.

Unsupervised Domain Adaptation via Class Aggregation for Text Recognition
2023-01-01 Xiao-Qian Liu, Xue-Ying Ding, Xin Luo, and Xin-Shun Xu IEEE Transactions on Circuits and Systems for Video Technology, 33(10):5617-5630
#Domain Adaptation #Text Recognition

Class-level aggregation for unsupervised domain adaptation in text recognition.

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