Liu R - Search Results

1

Learning With Constraint Learning: New Perspective, Solution Strategy and Various Applications.

Liu R, Gao J, Liu X, Fan X. Liu R, et al. Among authors: liu x. IEEE Trans Pattern Anal Mach Intell. 2024 Jul;46(7):5026-5043. doi: 10.1109/TPAMI.2024.3364157. Epub 2024 Jun 5. IEEE Trans Pattern Anal Mach Intell. 2024. PMID: 38335083

2

Adaptive low-rank subspace learning with online optimization for robust visual tracking.

Liu R, Wang D, Han Y, Fan X, Luo Z. Liu R, et al. Neural Netw. 2017 Apr;88:90-104. doi: 10.1016/j.neunet.2017.02.002. Epub 2017 Feb 10. Neural Netw. 2017. PMID: 28222299

3

Designing a stable feedback control system for blind image deconvolution.

Cheng S, Liu R, Fan X, Luo Z. Cheng S, et al. Among authors: liu r. Neural Netw. 2018 May;101:101-112. doi: 10.1016/j.neunet.2018.01.012. Epub 2018 Feb 15. Neural Netw. 2018. PMID: 29499456

4

Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond.

Liu R, Fan X, Hou M, Jiang Z, Luo Z, Zhang L. Liu R, et al. IEEE Trans Neural Netw Learn Syst. 2019 Oct;30(10):2973-2986. doi: 10.1109/TNNLS.2018.2862631. Epub 2018 Aug 29. IEEE Trans Neural Netw Learn Syst. 2019. PMID: 30176607

5

Deep Proximal Unrolling: Algorithmic Framework, Convergence Analysis and Applications.

Liu R, Cheng S, Ma L, Fan X, Luo Z. Liu R, et al. IEEE Trans Image Process. 2019 May 2. doi: 10.1109/TIP.2019.2913536. Online ahead of print. IEEE Trans Image Process. 2019. PMID: 31059442

6

On the Convergence of Learning-Based Iterative Methods for Nonconvex Inverse Problems.

Liu R, Cheng S, He Y, Fan X, Lin Z, Luo Z. Liu R, et al. IEEE Trans Pattern Anal Mach Intell. 2020 Dec;42(12):3027-3039. doi: 10.1109/TPAMI.2019.2920591. Epub 2020 Nov 3. IEEE Trans Pattern Anal Mach Intell. 2020. PMID: 31170064

7

Knowledge-Driven Deep Unrolling for Robust Image Layer Separation.

Liu R, Jiang Z, Fan X, Luo Z. Liu R, et al. IEEE Trans Neural Netw Learn Syst. 2020 May;31(5):1653-1666. doi: 10.1109/TNNLS.2019.2921597. Epub 2019 Jul 11. IEEE Trans Neural Netw Learn Syst. 2020. PMID: 31329566

8

A Deep Framework Assembling Principled Modules for CS-MRI: Unrolling Perspective, Convergence Behaviors, and Practical Modeling.

Liu R, Zhang Y, Cheng S, Luo Z, Fan X. Liu R, et al. IEEE Trans Med Imaging. 2020 Dec;39(12):4150-4163. doi: 10.1109/TMI.2020.3014193. Epub 2020 Nov 30. IEEE Trans Med Imaging. 2020. PMID: 32746155

9

Location-Aware and Regularization-Adaptive Correlation Filters for Robust Visual Tracking.

Liu R, Chen Q, Yao Y, Fan X, Luo Z. Liu R, et al. IEEE Trans Neural Netw Learn Syst. 2021 Jun;32(6):2430-2442. doi: 10.1109/TNNLS.2020.3005447. Epub 2021 Jun 2. IEEE Trans Neural Netw Learn Syst. 2021. PMID: 32749966

10

A Bilevel Integrated Model With Data-Driven Layer Ensemble for Multi-Modality Image Fusion.

Liu R, Liu J, Jiang Z, Fan X, Luo Z. Liu R, et al. Among authors: liu j. IEEE Trans Image Process. 2021;30:1261-1274. doi: 10.1109/TIP.2020.3043125. Epub 2020 Dec 21. IEEE Trans Image Process. 2021. PMID: 33315564

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