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ORCIDZhu Liu 0004
Person information
- affiliation: Dalian University of Technology, School of Software Technology, Dalian, China
Other persons with the same name
- Zhu Liu — disambiguation page
- Zhu Liu 0001 — AT&T Labs Research, Middletown, NJ, USA (and 1 more)
- Zhu Liu 0002 — China University of Geosciences, School of Computer Science, Wuhan, China
- Zhu Liu 0003 — State Grid Information & Telecommunication Group Co., LTD, Beijing, China
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2020 – today
- 2024
[j5]Risheng Liu
, Zhu Liu, Jinyuan Liu, Xin Fan, Zhongxuan Luo:
A Task-Guided, Implicitly-Searched and Meta-Initialized Deep Model for Image Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 46(10): 6594-6609 (2024)- [c12]Hongming Fu, Guanyao Wu, Zhu Liu, Tiantian Yan, Jinyuan Liu:
Segmentation-Driven Infrared and Visible Image Fusion Via Transformer-Enhanced Architecture Searching. ICASSP 2024: 4230-4234 - [c11]Zihang Chen, Zhu Liu, Jinyuan Liu:
Local Contrast Prior-Guided Cross Aggregation Model for Effective Infrared Small Target Detection. ICASSP 2024: 4315-4319 - [c10]Risheng Liu, Zhu Liu, Wei Yao, Shangzhi Zeng, Jin Zhang:
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy. ICML 2024 - [c9]Jinyuan Liu, Guanyao Wu, Zhu Liu, Long Ma, Risheng Liu, Xin Fan:
Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications. IJCAI 2024: 1110-1118 - [i12]Risheng Liu, Zhu Liu, Wei Yao, Shangzhi Zeng, Jin Zhang:
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-loop and Hessian-free Solution Strategy. CoRR abs/2405.09927 (2024) - 2023
- [j4]Yuhui Wu, Zhu Liu, Jinyuan Liu, Xin Fan, Risheng Liu:
Breaking Free From Fusion Rule: A Fully Semantic-Driven Infrared and Visible Image Fusion. IEEE Signal Process. Lett. 30: 418-422 (2023) - [j3]Risheng Liu, Zhu Liu, Pan Mu, Xin Fan, Zhongxuan Luo:
Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision. IEEE Trans. Image Process. 32: 6075-6089 (2023) - [c8]Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan:
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation. ICCV 2023: 8081-8090 - [c7]Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu:
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond. IJCAI 2023: 1240-1248 - [c6]Zhu Liu, Jinyuan Liu, Benzhuang Zhang, Long Ma, Xin Fan, Risheng Liu:
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation. ACM Multimedia 2023: 3706-3714 - [c5]Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu:
Bilevel Generative Learning for Low-Light Vision. ACM Multimedia 2023: 7758-7766 - [i11]Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu:
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond. CoRR abs/2305.06720 (2023) - [i10]Zhu Liu, Jinyuan Liu, Guanyao Wu, Xin Fan, Risheng Liu:
Embracing Compact and Robust Architectures for Multi-Exposure Image Fusion. CoRR abs/2305.12236 (2023) - [i9]Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan, Zhongxuan Luo:
A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion. CoRR abs/2305.15862 (2023) - [i8]Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan:
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation. CoRR abs/2308.02097 (2023) - [i7]Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu:
Bilevel Generative Learning for Low-Light Vision. CoRR abs/2308.03381 (2023) - [i6]Zhu Liu, Jinyuan Liu, Benzhuang Zhang, Long Ma, Xin Fan, Risheng Liu:
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation. CoRR abs/2308.03979 (2023) - [i5]Zhu Liu, Zihang Chen, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu:
Enhancing Infrared Small Target Detection Robustness with Bi-Level Adversarial Framework. CoRR abs/2309.01099 (2023) - [i4]Yaohua Liu, Jiaxin Gao, Zhu Liu, Xianghao Jiao, Xin Fan, Risheng Liu:
Learn from the Past: A Proxy based Adversarial Defense Framework to Boost Robustness. CoRR abs/2310.12713 (2023) - 2022
- [j2]Pan Mu, Zhu Liu, Yaohua Liu, Risheng Liu, Xin Fan:
Triple-Level Model Inferred Collaborative Network Architecture for Video Deraining. IEEE Trans. Image Process. 31: 239-250 (2022) - [i3]Yuhui Wu, Zhu Liu, Jinyuan Liu, Xin Fan, Risheng Liu:
Breaking Free from Fusion Rule: A Fully Semantic-driven Infrared and Visible Image Fusion. CoRR abs/2211.12286 (2022) - 2021
- [j1]Zhu Liu, Long Ma, Risheng Liu, Xin Fan:
Learning to Discover a Unified Architecture for Low-Level Vision. IEEE Signal Process. Lett. 28: 1470-1474 (2021) - [c4]Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan:
Searching a Hierarchically Aggregated Fusion Architecture for Fast Multi-Modality Image Fusion. ACM Multimedia 2021: 1600-1608 - [c3]Zhu Liu, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo, Yuduo Zhang:
Latency-Constrained Spatial-Temporal Aggregated Architecture Search for Video Deraining. PRCV (3) 2021: 16-28 - [i2]Pan Mu, Zhu Liu, Yaohua Liu, Risheng Liu, Xin Fan:
Triple-level Model Inferred Collaborative Network Architecture for Video Deraining. CoRR abs/2111.04459 (2021) - 2020
- [c2]Yuxi Zhang, Risheng Liu, Zi Li, Zhu Liu, Xin Fan, Zhongxuan Luo:
Coupling Principled Refinement with Bi-Directional Deep Estimation for Robust Deformable 3D Medical Image Registration. ISBI 2020: 86-90 - [i1]Risheng Liu, Zhu Liu, Pan Mu, Zhouchen Lin, Xin Fan, Zhongxuan Luo:
Learning Optimization-inspired Image Propagation with Control Mechanisms and Architecture Augmentations for Low-level Vision. CoRR abs/2012.05435 (2020)
2010 – 2019
- 2019
- [c1]Xinchen Ye, Mingliang Zhang, Rui Xu, Wei Zhong, Xin Fan, Zhu Liu, Jiaao Zhang:
Unsupervised Monocular Depth Estimation Based on Dual Attention Mechanism and Depth-Aware Loss. ICME 2019: 169-174
Coauthor Index
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