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Dive into the research topics where Xianming Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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3D-SLARM: Practical Lossless Volumetric Image Compression via a 3D-Scanning Lightweight Autoregressive Model
Wang, K., Bai, Y., Li, D., Zhai, D., Jiang, J. & Liu, X., 2026, In: IEEE Transactions on Image Processing. 35, p. 1174-1189 16 p.Research output: Contribution to journal › Article › peer-review
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A Natural Language Guided Approach for Blind Face Restoration: Methodology and Dataset
An, W., Wang, C., Jiang, J., Jiang, K., Liu, X. & Nie, L., 2026, (Accepted/In press) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.Research output: Contribution to journal › Article › peer-review
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Federated domain generalization via data-centric flatness optimization
Wang, C., Jiang, J., Hu, X., Liu, X. & Ji, X., Jun 2026, In: Pattern Recognition. 174, 113023.Research output: Contribution to journal › Article › peer-review
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Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
Wu, G., Jiang, J., Jiang, K., Liu, X. & Zuo, W., Jan 2026, In: International Journal of Computer Vision. 134, 1, 31.Research output: Contribution to journal › Article › peer-review
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PH-Mamba: Enhancing Mamba With Position Encoding and Harmonized Attention for Image Deraining and Beyond
Jiang, K., Jiang, J., Liu, X., Yao, H. & Lin, C. W., 2026, In: IEEE Transactions on Image Processing. 35, p. 1727-1739 13 p.Research output: Contribution to journal › Article › peer-review