Zhu Liu

According to our database, Zhu Liu authored at least 23 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Infrared and Visible Image Fusion: From Data Compatibility to Task Adaption.

Jinyuan Liu, Guanyao Wu, Zhu Liu, Di Wang, Zhiying Jiang, Long Ma, Wei Zhong, Xin Fan, Risheng Liu

CoRR, January, 2025

2024

A Task-Guided, Implicitly-Searched and Meta-Initialized Deep Model for Image Fusion.

Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan, Zhongxuan Luo

IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

Searching a Compact Architecture for Robust Multi-Exposure Image Fusion.

Zhu Liu, Jinyuan Liu, Guanyao Wu, Zihang Chen, Xin Fan, Risheng Liu

IEEE Trans. Circuits Syst. Video Technol., 2024

Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications.

Jinyuan Liu, Guanyao Wu, Zhu Liu, Long Ma, Risheng Liu, Xin Fan

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy.

Risheng Liu, Zhu Liu, Wei Yao, Shangzhi Zeng, Jin Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Segmentation-Driven Infrared and Visible Image Fusion Via Transformer-Enhanced Architecture Searching.

Hongming Fu, Guanyao Wu, Zhu Liu, Tiantian Yan, Jinyuan Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

Local Contrast Prior-Guided Cross Aggregation Model for Effective Infrared Small Target Detection.

Zihang Chen, Zhu Liu, Jinyuan Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision.

Risheng Liu, Zhu Liu, Pan Mu, Xin Fan, Zhongxuan Luo

IEEE Trans. Image Process., 2023

Breaking Free From Fusion Rule: A Fully Semantic-Driven Infrared and Visible Image Fusion.

Yuhui Wu, Zhu Liu, Jinyuan Liu, Xin Fan, Risheng Liu

IEEE Signal Process. Lett., 2023

Learn from the Past: A Proxy based Adversarial Defense Framework to Boost Robustness.

Yaohua Liu, Jiaxin Gao, Zhu Liu, Xianghao Jiao, Xin Fan, Risheng Liu

CoRR, 2023

Enhancing Infrared Small Target Detection Robustness with Bi-Level Adversarial Framework.

Zhu Liu, Zihang Chen, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu

CoRR, 2023

Embracing Compact and Robust Architectures for Multi-Exposure Image Fusion.

Zhu Liu, Jinyuan Liu, Guanyao Wu, Xin Fan, Risheng Liu

CoRR, 2023

PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation.

Zhu Liu, Jinyuan Liu, Benzhuang Zhang, Long Ma, Xin Fan, Risheng Liu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Bilevel Generative Learning for Low-Light Vision.

Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond.

Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation.

Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Triple-Level Model Inferred Collaborative Network Architecture for Video Deraining.

Pan Mu, Zhu Liu, Yaohua Liu, Risheng Liu, Xin Fan

IEEE Trans. Image Process., 2022

2021

Learning to Discover a Unified Architecture for Low-Level Vision.

Zhu Liu, Long Ma, Risheng Liu, Xin Fan

IEEE Signal Process. Lett., 2021

Latency-Constrained Spatial-Temporal Aggregated Architecture Search for Video Deraining.

Zhu Liu, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo, Yuduo Zhang

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Searching a Hierarchically Aggregated Fusion Architecture for Fast Multi-Modality Image Fusion.

Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020

Learning Optimization-inspired Image Propagation with Control Mechanisms and Architecture Augmentations for Low-level Vision.

Risheng Liu, Zhu Liu, Pan Mu, Zhouchen Lin, Xin Fan, Zhongxuan Luo

CoRR, 2020

Coupling Principled Refinement with Bi-Directional Deep Estimation for Robust Deformable 3D Medical Image Registration.

Yuxi Zhang, Risheng Liu, Zi Li, Zhu Liu, Xin Fan, Zhongxuan Luo

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Unsupervised Monocular Depth Estimation Based on Dual Attention Mechanism and Depth-Aware Loss.

Xinchen Ye, Mingliang Zhang, Rui Xu, Wei Zhong, Xin Fan, Zhu Liu, Jiaao Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019