Pan Mu

According to our database, Pan Mu authored at least 22 papers between 2019 and 2023.

Collaborative distances:

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

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

A General Descent Aggregation Framework for Gradient-Based Bi-Level Optimization.

Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang

IEEE Trans. Pattern Anal. Mach. Intell., 2023

A Generalized Physical-knowledge-guided Dynamic Model for Underwater Image Enhancement.

Pan Mu, Hanning Xu, Zheyuan Liu, Zheng Wang, Sixian Chan, Cong Bai

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

Little Strokes Fell Great Oaks: Boosting the Hierarchical Features for Multi-exposure Image Fusion.

Pan Mu, Zhiying Du, Jinyuan Liu, Cong Bai

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

Transmission and Color-guided Network for Underwater Image Enhancement.

Pan Mu, Jing Fang, Haotian Qian, Cong Bai

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Histogram-guided Video Colorization Structure with Spatial-Temporal Connection.

Zheyuan Liu, Pan Mu, Hanning Xu, Cong Bai

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Towards General and Fast Video Derain via Knowledge Distillation.

Defang Cai, Pan Mu, Sixian Chan, Zhanpeng Shao, Cong Bai

Proceedings of the IEEE International Conference on Multimedia and Expo, 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

Real-world Underwater Image Enhancement via Degradation-aware Dynamic Network.

Haotian Qian, Wentao Tong, Pan Mu, Zheyuan Liu, Hanning Xu

Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Structure-Inferred Bi-level Model for Underwater Image Enhancement.

Pan Mu, Haotian Qian, Cong Bai

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 Challenge: Report.

Andrey Ignatov, Radu Timofte, Jin Zhang, Feng Zhang, Gaocheng Yu, Zhe Ma, Hongbin Wang, Minsu Kwon, Haotian Qian, Wentao Tong, Pan Mu, Ziping Wang, Guangjing Yan, Brian Lee, Lei Fei, Huaijin G. Chen, Hyebin Cho, Byeongjun Kwon, Munchurl Kim, Mingyang Qian, Huixin Ma, Yanan Li, Xiaotao Wang, Lei Lei

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Investigating Customization Strategies and Convergence Behaviors of Task-Specific ADMM.

Risheng Liu, Pan Mu, Jin Zhang

IEEE Trans. Image Process., 2021

A Generic Descent Aggregation Framework for Gradient-based Bi-level Optimization.

Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang

CoRR, 2021

2020

Investigating Task-Driven Latent Feasibility for Nonconvex Image Modeling.

Risheng Liu, Pan Mu, Jian Chen, Xin Fan, Zhongxuan Luo

IEEE Trans. Image Process., 2020

A Control Parameterization Method to Solve the Fractional-Order Optimal Control Problem.

Pan Mu, Lei Wang, Chongyang Liu

J. Optim. Theory Appl., 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

A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton.

Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang

Proceedings of the 37th International Conference on Machine Learning, 2020

Flexible Bilevel Image Layer Modeling For Robust Deraining.

Jian Chen, Pan Mu, Risheng Liu, Xin Fan, Zhongxuan Luo

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Sequential Deep Unrolling With Flow Priors For Robust Video Deraining.

Xinwei Xue, Ying Ding, Pan Mu, Long Ma, Risheng Liu, Xin Fan

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Image Restoration Via Data-Dependent Proximal Averaged Optimization.

Pan Mu, Jian Chen, Risheng Liu, Wei Zhong, Xin Fan, Zhongxuan Luo

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Learning Bilevel Layer Priors for Single Image Rain Streaks Removal.

Pan Mu, Jian Chen, Risheng Liu, Xin Fan, Zhongxuan Luo

IEEE Signal Process. Lett., 2019

On the Convergence of ADMM with Task Adaption and Beyond.

Risheng Liu, Pan Mu, Jin Zhang

CoRR, 2019