Risheng Liu

338 papers A* 61A 20B 10C 4Misc 8Journal 194Unranked 33
YearRankTypeTitle / Venue / Authors
2026 A* conf
A Hybrid Space Model for Misaligned Multi-modality Image Fusion.
AAAI
Yi Xiao, Jia Wang, Zhu Liu, Di Wang, Jinyuan Liu, Risheng Liu
2026 J jnl
Augmenting Iterative Trajectory for Bilevel Optimization: Methodology, Analysis and Extensions.
IEEE Trans. Pattern Anal. Mach. Intell.
Risheng Liu, Yaohua Liu, Shangzhi Zeng, Jin Zhang
2026 J jnl
Bridging Human Evaluation to Infrared and Visible Image Fusion.
CoRR
Jinyuan Liu, Xingyuan Li, Qingyun Mei, Haoyuan Xu, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan
2026 — ed.
Image and Graphics - 13th International Conference, ICIG 2025, Xuzhou, China, October 31 - November 2, 2025, Proceedings, Part I
ICIG (1)
Zhouchen Lin, Liang Wang, Yugang Jiang, Xuesong Wang, Shengcai Liao, Shiguang Shan, Risheng Liu, Jing Dong, Xin Yu
2026 — ed.
Image and Graphics - 13th International Conference, ICIG 2025, Xuzhou, China, October 31 - November 2, 2025, Proceedings, Part II
ICIG (2)
Zhouchen Lin, Liang Wang, Yugang Jiang, Xuesong Wang, Shengcai Liao, Shiguang Shan, Risheng Liu, Jing Dong, Xin Yu
2026 — ed.
Image and Graphics - 13th International Conference, ICIG 2025, Xuzhou, China, October 31 - November 2, 2025, Proceedings, Part III
ICIG (3)
Zhouchen Lin, Liang Wang, Yugang Jiang, Xuesong Wang, Shengcai Liao, Shiguang Shan, Risheng Liu, Jing Dong, Xin Yu
2026 J jnl
Versatile Luminosity Tuning: Relighting Illumination via Dual-Prompt Exposure Correction.
Int. J. Comput. Vis.
Jinyuan Liu, Gehui Li, Zhiying Jiang, Long Ma, Miao Zhang, Xin Fan, Risheng Liu
2025 J jnl
A Dual-Stream-Modulated Learning Framework for Illuminating and Super-Resolving Ultra-Dark Images.
IEEE Trans. Neural Networks Learn. Syst.
Jiaxin Gao, Ziyu Yue, Yaohua Liu, Sihan Xie, Xin Fan, Risheng Liu
2025 J jnl
ASF-Net: Robust video deraining via temporal alignment and online adaptive learning.
Pattern Recognit.
Xinwei Xue, Jia He, Long Ma, Xiangyu Meng, Wenlin Li, Risheng Liu
2025 J jnl
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement.
Int. J. Comput. Vis.
Long Ma, Dian Jin, Nan An, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu
2025 A* conf
DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion.
CVPR
Jinyuan Liu, Bowei Zhang, Qingyun Mei, Xingyuan Li, Yang Zou, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan
2025 J jnl
DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion.
CoRR
Jinyuan Liu, Bowei Zhang, Qingyun Mei, Xingyuan Li, Yang Zou, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan
2025 A* conf
DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging.
CVPR
Zhu Liu, Zijun Wang, Jinyuan Liu, Fanqi Meng, Long Ma, Risheng Liu
2025 J jnl
DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging.
CoRR
Zhu Liu, Zijun Wang, Jinyuan Liu, Fanqi Meng, Long Ma, Risheng Liu
2025 J jnl
DRNet: Learning a dynamic recursion network for chaotic rain streak removal.
Pattern Recognit.
Zhiying Jiang, Risheng Liu, Shuzhou Yang, Zengxi Zhang, Xin Fan
2025 A* conf
Degradation-Aware One-Step Diffusion Model for Content-Sensitive Super-Resolution in the Dark.
ACM Multimedia
Tengyu Ma, Jiafa Ruan, Yuetong Wang, Guangchao Han, Zhu Liu, Long Ma, Risheng Liu
2025 J jnl
Enhancing Infrared Vision: Progressive Prompt Fusion Network and Benchmark.
CoRR
Jinyuan Liu, Zihang Chen, Zhu Liu, Zhiying Jiang, Long Ma, Xin Fan, Risheng Liu
2025 A* conf
Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond.
CVPR
Guanyao Wu, Haoyu Liu, Hongming Fu, Yichuan Peng, Jinyuan Liu, Xin Fan, Risheng Liu
2025 J jnl
Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond.
CoRR
Guanyao Wu, Haoyu Liu, Hongming Fu, Yichuan Peng, Jinyuan Liu, Xin Fan, Risheng Liu
2025 J jnl
HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning.
Int. J. Comput. Vis.
Zengxi Zhang, Zhiying Jiang, Long Ma, Jinyuan Liu, Xin Fan, Risheng Liu
2025 J jnl
Infrared and Visible Image Fusion: From Data Compatibility to Task Adaption.
CoRR
Jinyuan Liu, Guanyao Wu, Zhu Liu, Di Wang, Zhiying Jiang, Long Ma, Wei Zhong, Xin Fan, Risheng Liu
2025 J jnl
Infrared and Visible Image Fusion: From Data Compatibility to Task Adaption.
IEEE Trans. Pattern Anal. Mach. Intell.
Jinyuan Liu, Guanyao Wu, Zhu Liu, Di Wang, Zhiying Jiang, Long Ma, Wei Zhong, Xin Fan, Risheng Liu
2025 A* conf
Inter-Task Weaving in Image Enhancement: From a New Unified Architecture to a Better Meta-Representation Learning.
ACM Multimedia
Nan An, Siqi Xu, Long Ma, Zhu Liu, Guangchao Han, Tengyu Ma, Risheng Liu
2025 J jnl
Learning With Self-Calibrator for Fast and Robust Low-Light Image Enhancement.
IEEE Trans. Pattern Anal. Mach. Intell.
Long Ma, Tengyu Ma, Chengpei Xu, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu
2025 A* conf
Rethinking Reconstruction and Denoising in the Dark: New Perspective, General Architecture and Beyond.
CVPR
Tengyu Ma, Long Ma, Ziye Li, Yuetong Wang, Jinyuan Liu, Chengpei Xu, Risheng Liu
2025 J jnl
Striving for Faster and Better: A One-Layer Architecture With Auto Re-Parameterization for Low-Light Image Enhancement.
IEEE Trans. Circuits Syst. Video Technol.
Nan An, Long Ma, Guangchao Han, Xin Fan, Risheng Liu
2025 J jnl
Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image Enhancement.
CoRR
Nan An, Long Ma, Guangchao Han, Xin Fan, Risheng Liu
2025 A* conf
TNT-GS: Truncated and Tailored Gaussian Splatting.
ACM Multimedia
Xiaofeng Liu, Guanchen Meng, Chongyang Feng, Risheng Liu, Zhongxuan Luo, Xin Fan
2025 A* conf
TextMEF: Text-guided Prompt Learning for Multi-exposure Image Fusion.
IJCAI
Jinyuan Liu, Qianjun Huang, Guanyao Wu, Di Wang, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan
2024 J jnl
A Task-Guided, Implicitly-Searched and Meta-Initialized Deep Model for Image Fusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan, Zhongxuan Luo
2024 A* conf
Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation.
IJCAI
Yaohua Liu, Jiaxin Gao, Xuan Liu, Xianghao Jiao, Xin Fan, Risheng Liu
2024 J jnl
Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation.
CoRR
Yaohua Liu, Jiaxin Gao, Xuan Liu, Xianghao Jiao, Xin Fan, Risheng Liu
2024 J jnl
Advancing Real-World Image Dehazing: Perspective, Modules, and Training.
IEEE Trans. Pattern Anal. Mach. Intell.
Yuxin Feng, Long Ma, Xiaozhe Meng, Fan Zhou, Risheng Liu, Zhuo Su
2024 A* conf
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation.
CVPR
Xin Fan, Xiaolin Wang, Jiaxin Gao, Jia Wang, Zhongxuan Luo, Risheng Liu
2024 J jnl
Breaking the water dilemma: Transmission-guided bilevel adaptive learning for underwater imagery.
Neurocomputing
Sihan Xie, Peiming Li, Jiaxin Gao, Ziyu Yue, Xin Fan, Risheng Liu
2024 J jnl
Bridging the Gap Between Haze Scenarios: A Unified Image Dehazing Model.
IEEE Trans. Circuits Syst. Video Technol.
Yuxin Feng, Zhuo Su, Long Ma, Xin Li, Risheng Liu, Fan Zhou
2024 J jnl
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion.
Int. J. Comput. Vis.
Jinyuan Liu, Runjia Lin, Guanyao Wu, Risheng Liu, Zhongxuan Luo, Xin Fan
2024 J jnl
Collaborative brightening and amplification of low-light imagery via bi-level adversarial learning.
Pattern Recognit.
Jiaxin Gao, Yaohua Liu, Ziyu Yue, Xin Fan, Risheng Liu
2024 — conf
Contourlet Residual for Prompt Learning Enhanced Infrared Image Super-Resolution.
ECCV (3)
Xingyuan Li, Jinyuan Liu, Zhixin Chen, Yang Zou, Long Ma, Xin Fan, Risheng Liu
2024 J jnl
From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion.
CoRR
Xingyuan Li, Yang Zou, Jinyuan Liu, Zhiying Jiang, Long Ma, Xin Fan, Risheng Liu
2024 J jnl
HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning.
CoRR
Zengxi Zhang, Zhiying Jiang, Long Ma, Jinyuan Liu, Xin Fan, Risheng Liu
2024 A* conf
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion.
AAAI
Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
2024 J jnl
Improving Misaligned Multi-Modality Image Fusion With One-Stage Progressive Dense Registration.
IEEE Trans. Circuits Syst. Video Technol.
Di Wang, Jinyuan Liu, Long Ma, Risheng Liu, Xin Fan
2024 J jnl
Learning Cruxes to Push for Object Detection in Low-Quality Images.
IEEE Trans. Circuits Syst. Video Technol.
Chenping Fu, Jiewen Xiao, Wanqi Yuan, Risheng Liu, Xin Fan
2024 J jnl
Learning Deep Scene Curve for Fast and Robust Underwater Image Enhancement.
IEEE Signal Process. Lett.
Xinwei Xue, Tianjiao Ma, Yidong Han, Long Ma, Risheng Liu
2024 J jnl
Learning With Constraint Learning: New Perspective, Solution Strategy and Various Applications.
IEEE Trans. Pattern Anal. Mach. Intell.
Risheng Liu, Jiaxin Gao, Xuan Liu, Xin Fan
2024 J jnl
Learning to Search a Lightweight Generalized Network for Medical Image Fusion.
IEEE Trans. Circuits Syst. Video Technol.
Pan Mu, Guanyao Wu, Jinyuan Liu, Yuduo Zhang, Xin Fan, Risheng Liu
2024 A* conf
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy.
ICML
Risheng Liu, Zhu Liu, Wei Yao, Shangzhi Zeng, Jin Zhang
2024 J jnl
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-loop and Hessian-free Solution Strategy.
CoRR
Risheng Liu, Zhu Liu, Wei Yao, Shangzhi Zeng, Jin Zhang
2024 J jnl
Multiscale Synergism Ensemble Progressive and Contrastive Investigation for Image Restoration.
IEEE Trans. Instrum. Meas.
Zhiying Jiang, Shuzhou Yang, Jinyuan Liu, Xin Fan, Risheng Liu
2024 J jnl
Multispectral Image Stitching via Global-Aware Quadrature Pyramid Regression.
IEEE Trans. Image Process.
Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu
2024 J jnl
Searching a Compact Architecture for Robust Multi-Exposure Image Fusion.
IEEE Trans. Circuits Syst. Video Technol.
Zhu Liu, Jinyuan Liu, Guanyao Wu, Zihang Chen, Xin Fan, Risheng Liu
2024 A* conf
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks.
AAAI
Zhiying Jiang, Xingyuan Li, Jinyuan Liu, Xin Fan, Risheng Liu
2024 J jnl
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks.
CoRR
Zhiying Jiang, Xingyuan Li, Jinyuan Liu, Xin Fan, Risheng Liu
2024 A* conf
Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation.
AAAI
Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu
2024 A* conf
Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications.
IJCAI
Jinyuan Liu, Guanyao Wu, Zhu Liu, Long Ma, Risheng Liu, Xin Fan
2023 J jnl
A General Descent Aggregation Framework for Gradient-Based Bi-Level Optimization.
IEEE Trans. Pattern Anal. Mach. Intell.
Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
2023 J jnl
A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion.
CoRR
Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan, Zhongxuan Luo
2023 J jnl
A unified image fusion framework with flexible bilevel paradigm integration.
Vis. Comput.
Jinyuan Liu, Zhiying Jiang, Guanyao Wu, Risheng Liu, Xin Fan
2023 J jnl
ASF-Net: Robust Video Deraining via Temporal Alignment and Online Adaptive Learning.
CoRR
Xinwei Xue, Jia He, Long Ma, Xiangyu Meng, Wenlin Li, Risheng Liu
2023 J jnl
AdvMono3D: Advanced Monocular 3D Object Detection with Depth-Aware Robust Adversarial Training.
CoRR
Xingyuan Li, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
2023 J jnl
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object Detection.
CoRR
Di Wang, Jinyuan Liu, Risheng Liu, Xin Fan
2023 J jnl
An interactively reinforced paradigm for joint infrared-visible image fusion and saliency object detection.
Inf. Fusion
Di Wang, Jinyuan Liu, Risheng Liu, Xin Fan
2023 J jnl
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions.
IEEE Trans. Image Process.
Xin Fan, Zi Li, Ziyang Li, Xiaolin Wang, Risheng Liu, Zhongxuan Luo, Hao Huang
2023 A* conf
Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity.
ICML
Risheng Liu, Yaohua Liu, Wei Yao, Shangzhi Zeng, Jin Zhang
2023 J jnl
Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity.
CoRR
Risheng Liu, Yaohua Liu, Wei Yao, Shangzhi Zeng, Jin Zhang
2023 A* conf
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond.
IJCAI
Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu
2023 J jnl
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond.
CoRR
Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu
2023 J jnl
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement.
CoRR
Long Ma, Dian Jin, Nan An, Jinyuan Liu, Xin Fan, Risheng Liu
2023 A* conf
Bilevel Generative Learning for Low-Light Vision.
ACM Multimedia
Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu
2023 J jnl
Bilevel Generative Learning for Low-Light Vision.
CoRR
Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu
2023 J jnl
Bilevel modeling investigated generative adversarial framework for image restoration.
Vis. Comput.
Zhiying Jiang, Zengxi Zhang, Yiyao Yu, Risheng Liu
2023 J jnl
Breaking Free From Fusion Rule: A Fully Semantic-Driven Infrared and Visible Image Fusion.
IEEE Signal Process. Lett.
Yuhui Wu, Zhu Liu, Jinyuan Liu, Xin Fan, Risheng Liu
2023 J jnl
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining.
CoRR
Zhiying Jiang, Risheng Liu, Shuzhou Yang, Zengxi Zhang, Xin Fan
2023 J jnl
Diving into Darkness: A Dual-Modulated Framework for High-Fidelity Super-Resolution in Ultra-Dark Environments.
CoRR
Jiaxin Gao, Ziyu Yue, Yaohua Liu, Sihan Xie, Xin Fan, Risheng Liu
2023 J jnl
Dual Adversarial Resilience for Collaborating Robust Underwater Image Enhancement and Perception.
CoRR
Zengxi Zhang, Zhiying Jiang, Zeru Shi, Jinyuan Liu, Risheng Liu
2023 J jnl
Embracing Compact and Robust Architectures for Multi-Exposure Image Fusion.
CoRR
Zhu Liu, Jinyuan Liu, Guanyao Wu, Xin Fan, Risheng Liu
2023 J jnl
Enhancing Infrared Small Target Detection Robustness with Bi-Level Adversarial Framework.
CoRR
Zhu Liu, Zihang Chen, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
2023 C conf
Enhancing Visual Understanding by Removing Dithering with Global and Self-Conditioned Transformation.
VINCI
Yifei Huang, Chenhui Li, Risheng Liu, Tianyi Liang, Changbo Wang
2023 — conf
Exploring a Distillation with Embedded Prompts for Object Detection in Adverse Environments.
PRCV (10)
Hao Fu, Long Ma, Jinyuan Liu, Xin Fan, Risheng Liu
2023 A* conf
Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction.
ACM Multimedia
Gehui Li, Jinyuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu
2023 J jnl
Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction.
CoRR
Gehui Li, Jinyuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu
2023 J jnl
Hierarchical Optimization-Derived Learning.
CoRR
Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang
2023 J jnl
Hierarchical Optimization-Derived Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang
2023 J jnl
HoLoCo: Holistic and local contrastive learning network for multi-exposure image fusion.
Inf. Fusion
Jinyuan Liu, Guanyao Wu, Junsheng Luan, Zhiying Jiang, Risheng Liu, Xin Fan
2023 J jnl
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-free Multi-Exposure Image Fusion.
CoRR
Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
2023 — ed.
Image and Graphics - 12th International Conference, ICIG 2023, Nanjing, China, September 22-24, 2023, Proceedings, Part I
ICIG (1)
Huchuan Lu, Wanli Ouyang, Hui Huang, Jiwen Lu, Risheng Liu, Jing Dong, Min Xu
2023 — ed.
Image and Graphics - 12th International Conference, ICIG 2023, Nanjing, China, September 22-24, 2023, Proceedings, Part II
ICIG (2)
Huchuan Lu, Wanli Ouyang, Hui Huang, Jiwen Lu, Risheng Liu, Jing Dong, Min Xu
2023 — ed.
Image and Graphics - 12th International Conference, ICIG 2023, Nanjing, China, September 22-24, 2023, Proceedings, Part III
ICIG (3)
Huchuan Lu, Wanli Ouyang, Hui Huang, Jiwen Lu, Risheng Liu, Jing Dong, Min Xu
2023 — ed.
Image and Graphics - 12th International Conference, ICIG 2023, Nanjing, China, September 22-24, 2023, Proceedings, Part IV
ICIG (4)
Huchuan Lu, Wanli Ouyang, Hui Huang, Jiwen Lu, Risheng Liu, Jing Dong, Min Xu
2023 — ed.
Image and Graphics - 12th International Conference, ICIG 2023, Nanjing, China, September 22-24, 2023, Proceedings, Part V
ICIG (5)
Huchuan Lu, Wanli Ouyang, Hui Huang, Jiwen Lu, Risheng Liu, Jing Dong, Min Xu
2023 J jnl
Improving Misaligned Multi-modality Image Fusion with One-stage Progressive Dense Registration.
CoRR
Di Wang, Jinyuan Liu, Long Ma, Risheng Liu, Xin Fan
2023 J jnl
Investigating intrinsic degradation factors by multi-branch aggregation for real-world underwater image enhancement.
Pattern Recognit.
Xinwei Xue, Zexuan Li, Long Ma, Qi Jia, Risheng Liu, Xin Fan
2023 J jnl
Joint Perceptual Learning for Enhancement and Object Detection in Underwater Scenarios.
CoRR
Chenping Fu, Wanqi Yuan, Jiewen Xiao, Risheng Liu, Xin Fan
2023 C conf
LAPRNet: Lightweight Airborne Particle Removal Network for LiDAR Point Clouds.
PSIVT
Yanqi Ma, Ziyu Yue, Youwei Wang, Risheng Liu, Zhixun Su, Junjie Cao
2023 J jnl
Learn from the Past: A Proxy based Adversarial Defense Framework to Boost Robustness.
CoRR
Yaohua Liu, Jiaxin Gao, Zhu Liu, Xianghao Jiao, Xin Fan, Risheng Liu
2023 J jnl
Learning Heavily-Degraded Prior for Underwater Object Detection.
CoRR
Chenping Fu, Xin Fan, Jiewen Xiao, Wanqi Yuan, Risheng Liu, Zhongxuan Luo
2023 J jnl
Learning Heavily-Degraded Prior for Underwater Object Detection.
IEEE Trans. Circuits Syst. Video Technol.
Chenping Fu, Xin Fan, Jiewen Xiao, Wanqi Yuan, Risheng Liu, Zhongxuan Luo
2023 J jnl
Learning With Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision.
IEEE Trans. Pattern Anal. Mach. Intell.
Risheng Liu, Long Ma, Tengyu Ma, Xin Fan, Zhongxuan Luo
2023 J jnl
Learning adaptive hyper-guidance via proxy-based bilevel optimization for image enhancement.
Vis. Comput.
Jiaxin Gao, Xiaokun Liu, Risheng Liu, Xin Fan
2023 J jnl
Learning with Constraint Learning: New Perspective, Solution Strategy and Various Applications.
CoRR
Risheng Liu, Jiaxin Gao, Xuan Liu, Xin Fan
2023 J jnl
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model.
IEEE Trans. Multim.
Long Ma, Risheng Liu, Yiyang Wang, Xin Fan, Zhongxuan Luo
2023 J jnl
Modality-Invariant Representation for Infrared and Visible Image Registration.
CoRR
Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu
2023 J jnl
MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes.
CoRR
Xingyuan Li, Jinyuan Liu, Yixin Lei, Long Ma, Xin Fan, Risheng Liu
2023 — conf
Motion-Scenario Decoupling for Rat-Aware Video Position Prediction: Strategy and Benchmark.
ICIG (2)
Xiaofeng Liu, Jiaxin Gao, Yaohua Liu, Nenggan Zheng, Risheng Liu
2023 J jnl
Motion-Scenario Decoupling for Rat-Aware Video Position Prediction: Strategy and Benchmark.
CoRR
Xiaofeng Liu, Jiaxin Gao, Yaohua Liu, Risheng Liu, Nenggan Zheng
2023 A* conf
Multi-Spectral Image Stitching via Spatial Graph Reasoning.
ACM Multimedia
Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu
2023 J jnl
Multi-Spectral Image Stitching via Spatial Graph Reasoning.
CoRR
Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu
2023 A* conf
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation.
ICCV
Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan
2023 J jnl
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation.
CoRR
Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan
2023 J jnl
NFI
CoRR
Xiaofeng Liu, Jiaxin Gao, Ziyu Yue, Xin Fan, Risheng Liu
2023 J jnl
Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision.
IEEE Trans. Image Process.
Risheng Liu, Zhu Liu, Pan Mu, Xin Fan, Zhongxuan Luo
2023 A* conf
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation.
ACM Multimedia
Zhu Liu, Jinyuan Liu, Benzhuang Zhang, Long Ma, Xin Fan, Risheng Liu
2023 J jnl
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation.
CoRR
Zhu Liu, Jinyuan Liu, Benzhuang Zhang, Long Ma, Xin Fan, Risheng Liu
2023 A* conf
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation.
ACM Multimedia
Xianghao Jiao, Yaohua Liu, Jiaxin Gao, Xinyuan Chu, Xin Fan, Risheng Liu
2023 J jnl
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation.
CoRR
Xianghao Jiao, Yaohua Liu, Jiaxin Gao, Xinyuan Chu, Risheng Liu, Xin Fan
2023 J jnl
Publisher Correction: Bilevel modeling investigated generative adversarial framework for image restoration.
Vis. Comput.
Zhiying Jiang, Zengxi Zhang, Yiyao Yu, Risheng Liu
2023 J jnl
Rethinking general underwater object detection: Datasets, challenges, and solutions.
Neurocomputing
Chenping Fu, Risheng Liu, Xin Fan, Puyang Chen, Hao Fu, Wanqi Yuan, Ming Zhu, Zhongxuan Luo
2023 J jnl
SMPR: Single-stage multi-person pose regression.
Pattern Recognit.
Huixin Miao, Junqi Lin, Junjie Cao, Xiaoguang He, Zhixun Su, Risheng Liu
2023 J jnl
SSoB: searching a scene-oriented architecture for underwater object detection.
Vis. Comput.
Wanqi Yuan, Chenping Fu, Risheng Liu, Xin Fan
2023 J jnl
Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation.
CoRR
Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu
2023 J jnl
Value-Function-Based Sequential Minimization for Bi-Level Optimization.
IEEE Trans. Pattern Anal. Mach. Intell.
Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang
2023 A* conf
WaterFlow: Heuristic Normalizing Flow for Underwater Image Enhancement and Beyond.
ACM Multimedia
Zengxi Zhang, Zhiying Jiang, Jinyuan Liu, Xin Fan, Risheng Liu
2023 J jnl
WaterFlow: Heuristic Normalizing Flow for Underwater Image Enhancement and Beyond.
CoRR
Zengxi Zhang, Zhiying Jiang, Jinyuan Liu, Xin Fan, Risheng Liu
2022 J jnl
Attention-Guided Global-Local Adversarial Learning for Detail-Preserving Multi-Exposure Image Fusion.
IEEE Trans. Circuits Syst. Video Technol.
Jinyuan Liu, Jingjie Shang, Risheng Liu, Xin Fan
2022 J jnl
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions.
CoRR
Zi Li, Ziyang Li, Risheng Liu, Zhongxuan Luo, Xin Fan
2022 A* conf
Best of Both Worlds: See and Understand Clearly in the Dark.
ACM Multimedia
Xinwei Xue, Jia He, Long Ma, Yi Wang, Xin Fan, Risheng Liu
2022 J jnl
Breaking Free from Fusion Rule: A Fully Semantic-driven Infrared and Visible Image Fusion.
CoRR
Yuhui Wu, Zhu Liu, Jinyuan Liu, Xin Fan, Risheng Liu
2022 J jnl
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion.
CoRR
Jinyuan Liu, Runjia Lin, Guanyao Wu, Risheng Liu, Zhongxuan Luo, Xin Fan
2022 — conf
Coupling Deep Deformable Registration with Contextual Refinement for Semi-Supervised Medical Image Segmentation.
ISBI
Ziyang Li, Zi Li, Risheng Liu, Zhongxuan Luo, Xin Fan
2022 J jnl
Global structure-guided learning framework for underwater image enhancement.
Vis. Comput.
Runjia Lin, Jinyuan Liu, Risheng Liu, Xin Fan
2022 A* conf
Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration.
IJCAI
Guijing Zhu, Long Ma, Xin Fan, Risheng Liu
2022 J jnl
Hierarchical domain adaptation with local feature patterns.
Pattern Recognit.
Jun Wen, Junsong Yuan, Qian Zheng, Risheng Liu, Zhefeng Gong, Nenggan Zheng
2022 J jnl
Investigating Bi-Level Optimization for Learning and Vision From a Unified Perspective: A Survey and Beyond.
IEEE Trans. Pattern Anal. Mach. Intell.
Risheng Liu, Jiaxin Gao, Jin Zhang, Deyu Meng, Zhouchen Lin
2022 J jnl
Learn to Search a Lightweight Architecture for Target-Aware Infrared and Visible Image Fusion.
IEEE Signal Process. Lett.
Jinyuan Liu, Yuhui Wu, Guanyao Wu, Risheng Liu, Xin Fan
2022 J jnl
Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement.
IEEE Trans. Neural Networks Learn. Syst.
Long Ma, Risheng Liu, Jiaao Zhang, Xin Fan, Zhongxuan Luo
2022 J jnl
Learning Deformable Image Registration From Optimization: Perspective, Modules, Bilevel Training and Beyond.
IEEE Trans. Pattern Anal. Mach. Intell.
Risheng Liu, Zi Li, Xin Fan, Chenying Zhao, Hao Huang, Zhongxuan Luo
2022 J jnl
Learning a Deep Multi-Scale Feature Ensemble and an Edge-Attention Guidance for Image Fusion.
IEEE Trans. Circuits Syst. Video Technol.
Jinyuan Liu, Xin Fan, Ji Jiang, Risheng Liu, Zhongxuan Luo
2022 A* conf
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training.
ICML
Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang
2022 J jnl
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training.
CoRR
Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang
2022 A* conf
PIA: Parallel Architecture with Illumination Allocator for Joint Enhancement and Detection in Low-Light.
ACM Multimedia
Tengyu Ma, Long Ma, Xin Fan, Zhongxuan Luo, Risheng Liu
2022 J jnl
Practical Exposure Correction: Great Truths Are Always Simple.
CoRR
Long Ma, Tianjiao Ma, Xinwei Xue, Xin Fan, Zhongxuan Luo, Risheng Liu
2022 — conf
ReCoNet: Recurrent Correction Network for Fast and Efficient Multi-modality Image Fusion.
ECCV (18)
Zhanbo Huang, Jinyuan Liu, Xin Fan, Risheng Liu, Wei Zhong, Zhongxuan Luo
2022 J jnl
Revisiting GANs by Best-Response Constraint: Perspective, Methodology, and Application.
CoRR
Risheng Liu, Jiaxin Gao, Xuan Liu, Xin Fan
2022 A* conf
Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way.
CVPR
Qi Jia, Shuilian Yao, Yu Liu, Xin Fan, Risheng Liu, Zhongxuan Luo
2022 A* conf
Self-augmented Unpaired Image Dehazing via Density and Depth Decomposition.
CVPR
Yang Yang, Chaoyue Wang, Risheng Liu, Lin Zhang, Xiaojie Guo, Dacheng Tao
2022 A* conf
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement.
ICRA
Di Wang, Long Ma, Risheng Liu, Xin Fan
2022 J jnl
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement.
CoRR
Di Wang, Long Ma, Risheng Liu, Xin Fan
2022 J jnl
Target Oriented Perceptual Adversarial Fusion Network for Underwater Image Enhancement.
IEEE Trans. Circuits Syst. Video Technol.
Zhiying Jiang, Zhuoxiao Li, Shuzhou Yang, Xin Fan, Risheng Liu
2022 A* conf
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection.
CVPR
Jinyuan Liu, Xin Fan, Zhanbo Huang, Guanyao Wu, Risheng Liu, Wei Zhong, Zhongxuan Luo
2022 J jnl
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection.
CoRR
Jinyuan Liu, Xin Fan, Zhanbo Huang, Guanyao Wu, Risheng Liu, Wei Zhong, Zhongxuan Luo
2022 J jnl
Task-Oriented Convex Bilevel Optimization With Latent Feasibility.
IEEE Trans. Image Process.
Risheng Liu, Long Ma, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
2022 A* conf
Toward Fast, Flexible, and Robust Low-Light Image Enhancement.
CVPR
Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
2022 J jnl
Toward Fast, Flexible, and Robust Low-Light Image Enhancement.
CoRR
Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
2022 A* conf
Towards All Weather and Unobstructed Multi-Spectral Image Stitching: Algorithm and Benchmark.
ACM Multimedia
Zhiying Jiang, Zengxi Zhang, Xin Fan, Risheng Liu
2022 J jnl
Towards Extremely Fast Bilevel Optimization with Self-governed Convergence Guarantees.
CoRR
Risheng Liu, Xuan Liu, Wei Yao, Shangzhi Zeng, Jin Zhang
2022 J jnl
Triple-Level Model Inferred Collaborative Network Architecture for Video Deraining.
IEEE Trans. Image Process.
Pan Mu, Zhu Liu, Yaohua Liu, Risheng Liu, Xin Fan
2022 J jnl
Twin Adversarial Contrastive Learning for Underwater Image Enhancement and Beyond.
IEEE Trans. Image Process.
Risheng Liu, Zhiying Jiang, Shuzhou Yang, Xin Fan
2022 J jnl
Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation.
IEEE Trans. Neural Networks Learn. Syst.
Risheng Liu, Long Ma, Yuxi Zhang, Xin Fan, Zhongxuan Luo
2022 A* conf
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration.
IJCAI
Di Wang, Jinyuan Liu, Xin Fan, Risheng Liu
2022 J jnl
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration.
CoRR
Di Wang, Jinyuan Liu, Xin Fan, Risheng Liu
2022 — conf
Video Deraining via Temporal Discrepancy Learning.
PRCV (4)
Yirui Fan, Long Ma, Risheng Liu
2021 J jnl
A Bilevel Integrated Model With Data-Driven Layer Ensemble for Multi-Modality Image Fusion.
IEEE Trans. Image Process.
Risheng Liu, Jinyuan Liu, Zhiying Jiang, Xin Fan, Zhongxuan Luo
2021 J jnl
A Generic Descent Aggregation Framework for Gradient-based Bi-level Optimization.
CoRR
Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
2021 A* conf
A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization.
ICML
Risheng Liu, Xuan Liu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
2021 J jnl
A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization.
CoRR
Risheng Liu, Xuan Liu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
2021 J jnl
A convergent framework with learnable feasibility for Hadamard-based image recovery.
Comput. Vis. Image Underst.
Yiyang Wang, Long Ma, Risheng Liu
2021 — conf
Boml: A Modularized Bilevel Optimization Library In Python For Meta Learning.
ICME Workshops
Yaohua Liu, Risheng Liu
2021 A* conf
Bridging the Gap between Low-Light Scenes: Bilevel Learning for Fast Adaptation.
ACM Multimedia
Dian Jin, Long Ma, Risheng Liu, Xin Fan
2021 — conf
Brightening the Low-Light Images via a Dual Guided Network.
CICAI
Jianing Sun, Jiaao Zhang, Risheng Liu, Xin Fan
2021 A conf
Collaborative Reflectance-And-Illumination Learning For High-Efficient Low-Light Image Enhancement.
ICME
Guijing Zhu, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
2021 — conf
Deep Multi-Illumination Fusion for Low-Light Image Enhancement.
PRCV (3)
Wei Zhong, Jie Lin, Long Ma, Risheng Liu, Xin Fan
2021 J jnl
Dual Neural Networks Coupling Data Regression With Explicit Priors for Monocular 3D Face Reconstruction.
IEEE Trans. Multim.
Xin Fan, Shichao Cheng, Kang Huyan, Minjun Hou, Risheng Liu, Zhongxuan Luo
2021 Misc conf
GTA-Net: Gradual Temporal Aggregation Network for Fast Video Deraining.
ICASSP
Xinwei Xue, Xiangyu Meng, Long Ma, Risheng Liu, Xin Fan
2021 A conf
Halder: Hierarchical Attention-Guided Learning with Detail-Refinement for Multi-Exposure Image Fusion.
ICME
Jinyuan Liu, Jingjie Shang, Risheng Liu, Xin Fan
2021 A conf
Hardware-Aware Low-Light Image Enhancement via One-Shot Neural Architecture Search with Shrinkage Sampling.
ICME
Yuansheng Yao, Risheng Liu, Jiaao Zhang, Wei Zhong, Xin Fan, Zhongxuan Luo
2021 J jnl
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond.
CoRR
Risheng Liu, Jiaxin Gao, Jin Zhang, Deyu Meng, Zhouchen Lin
2021 J jnl
Investigating Customization Strategies and Convergence Behaviors of Task-Specific ADMM.
IEEE Trans. Image Process.
Risheng Liu, Pan Mu, Jin Zhang
2021 J jnl
Joint Luminance and Chrominance Learning for Underwater Image Enhancement.
IEEE Signal Process. Lett.
Xinwei Xue, Zhenhua Hao, Long Ma, Yi Wang, Risheng Liu
2021 — conf
Latency-Constrained Spatial-Temporal Aggregated Architecture Search for Video Deraining.
PRCV (3)
Zhu Liu, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo, Yuduo Zhang
2021 J jnl
Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement.
CoRR
Long Ma, Risheng Liu, Jiaao Zhang, Xin Fan, Zhongxuan Luo
2021 J jnl
Learning Hadamard-Product-Propagation for Image Dehazing and Beyond.
IEEE Trans. Circuits Syst. Video Technol.
Risheng Liu, Shiqi Li, Jinyuan Liu, Long Ma, Xin Fan, Zhongxuan Luo
2021 — conf
Learning Multi-scale Underexposure Image Correction.
CICAI
Wei Zhong, Xiaodong Zhang, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
2021 J jnl
Learning to Discover a Unified Architecture for Low-Level Vision.
IEEE Signal Process. Lett.
Zhu Liu, Long Ma, Risheng Liu, Xin Fan
2021 J jnl
Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision.
CoRR
Risheng Liu, Long Ma, Tengyu Ma, Xin Fan, Zhongxuan Luo
2021 J jnl
Location-Aware and Regularization-Adaptive Correlation Filters for Robust Visual Tracking.
IEEE Trans. Neural Networks Learn. Syst.
Risheng Liu, Qianru Chen, Yuansheng Yao, Xin Fan, Zhongxuan Luo
2021 A conf
Multiple Task-Oriented Encoders for Unified Image Fusion.
ICME
Zhuoxiao Li, Jinyuan Liu, Risheng Liu, Xin Fan, Zhongxuan Luo, Wen Gao
2021 Misc conf
NASA: A Noise-Adaptive and Structure-Aware Learning Framework for Image Deblurring.
ICASSP
Xiaokun Liu, Long Ma, Risheng Liu, Wei Zhong, Xin Fan, Zhongxuan Luo
2021 — conf
Optimizing Loss Function for Uni-modal and Multi-modal Medical Registration.
CICAI
Zi Li, Xin Fan, Risheng Liu, Zhongxuan Luo
2021 C conf
Physics-inspired Learning for Structure-Aware Texture-Sensitive Underwater Image Enhancement.
ACML
Xinwei Xue, Zexuan Li, Long Ma, Risheng Liu, Xin Fan
2021 A* conf
Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement.
CVPR
Risheng Liu, Long Ma, Jiaao Zhang, Xin Fan, Zhongxuan Luo
2021 J jnl
SMoA: Searching a Modality-Oriented Architecture for Infrared and Visible Image Fusion.
IEEE Signal Process. Lett.
Jinyuan Liu, Yuhui Wu, Zhanbo Huang, Risheng Liu, Xin Fan
2021 A conf
Searching Frame-Recurrent Attentive Deformable Network for Real-Time Video Deraining.
ICME
Xinwei Xue, Xiangyu Meng, Long Ma, Yi Wang, Risheng Liu, Xin Fan
2021 A* conf
Searching a Hierarchically Aggregated Fusion Architecture for Fast Multi-Modality Image Fusion.
ACM Multimedia
Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan
2021 — conf
Semantic-Driven Context Aggregation Network for Underwater Image Enhancement.
PRCV (3)
Dongxiang Shi, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
2021 A conf
Spatial-Temporal Integration Network with Self-Guidance for Robust Video Deraining.
ICME
Xiaokun Liu, Risheng Liu, Long Ma, Xin Fan, Zhongxuan Luo
2021 A conf
Star-Net: Spatial-Temporal Attention Residual Network for Video Deraining.
ICME
Wei Zhong, Xuefeng Zhang, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
2021 Misc conf
Temporal Rain Decomposition with Spatial Structure Guidance for Video Deraining.
ICASSP
Xinwei Xue, Ying Ding, Long Ma, Yi Wang, Risheng Liu, Xin Fan
2021 A* conf
Towards Gradient-based Bilevel Optimization with Non-convex Followers and Beyond.
NeurIPS
Risheng Liu, Yaohua Liu, Shangzhi Zeng, Jin Zhang
2021 J jnl
Towards Gradient-based Bilevel Optimization with Non-convex Followers and Beyond.
CoRR
Risheng Liu, Yaohua Liu, Shangzhi Zeng, Jin Zhang
2021 J jnl
Triple-level Model Inferred Collaborative Network Architecture for Video Deraining.
CoRR
Pan Mu, Zhu Liu, Yaohua Liu, Risheng Liu, Xin Fan
2021 A* conf
Underwater Species Detection using Channel Sharpening Attention.
ACM Multimedia
Lihao Jiang, Yi Wang, Qi Jia, Shengwei Xu, Yu Liu, Xin Fan, Haojie Li, Risheng Liu, Xinwei Xue, Ruili Wang
2021 J jnl
Value-Function-based Sequential Minimization for Bi-level Optimization.
CoRR
Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang
2021 A conf
Video Deraining Via Temporal Aggregation-and-Guidance.
ICME
Long Ma, Risheng Liu, Xuefeng Zhang, Wei Zhong, Xin Fan
2020 J jnl
A Deep Framework Assembling Principled Modules for CS-MRI: Unrolling Perspective, Convergence Behaviors, and Practical Modeling.
IEEE Trans. Medical Imaging
Risheng Liu, Yuxi Zhang, Shichao Cheng, Zhongxuan Luo, Xin Fan
2020 A* conf
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton.
ICML
Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
2020 J jnl
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton.
CoRR
Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
2020 J jnl
A Multi-scale Optimization Learning Framework for Diffeomorphic Deformable Registration.
CoRR
Risheng Liu, Zi Li, Yuxi Zhang, Chenying Zhao, Hao Huang, Zhongxuan Luo, Xin Fan
2020 — conf
A Real Time Multi-thread Underwater Images Enhancement System
ICSSE
Xiaofeng Liu, Risheng Liu, Ming Zhu, Wei Zhong, Xin Fan, Zhongxuan Luo, Wanhui Zhang
2020 J jnl
BOML: A Modularized Bilevel Optimization Library in Python for Meta Learning.
CoRR
Yaohua Liu, Risheng Liu
2020 A* conf
Bi-level Probabilistic Feature Learning for Deformable Image Registration.
IJCAI
Risheng Liu, Zi Li, Yuxi Zhang, Xin Fan, Zhongxuan Luo
2020 J jnl
Blind image deblurring via hybrid deep priors modeling.
Neurocomputing
Shichao Cheng, Risheng Liu, Yi He, Xin Fan, Zhongxuan Luo
2020 — conf
Coupling Principled Refinement with Bi-Directional Deep Estimation for Robust Deformable 3D Medical Image Registration.
ISBI
Yuxi Zhang, Risheng Liu, Zi Li, Zhu Liu, Xin Fan, Zhongxuan Luo
2020 A conf
Flexible Bilevel Image Layer Modeling For Robust Deraining.
ICME
Jian Chen, Pan Mu, Risheng Liu, Xin Fan, Zhongxuan Luo
2020 Misc conf
Image Restoration Via Data-Dependent Proximal Averaged Optimization.
ICASSP
Pan Mu, Jian Chen, Risheng Liu, Wei Zhong, Xin Fan, Zhongxuan Luo
2020 J jnl
Investigating Task-Driven Latent Feasibility for Nonconvex Image Modeling.
IEEE Trans. Image Process.
Risheng Liu, Pan Mu, Jian Chen, Xin Fan, Zhongxuan Luo
2020 J jnl
Joint Over and Under Exposures Correction by Aggregated Retinex Propagation for Image Enhancement.
IEEE Signal Process. Lett.
Long Ma, Dian Jin, Risheng Liu, Xin Fan, Zhongxuan Luo
2020 J jnl
Knowledge-Driven Deep Unrolling for Robust Image Layer Separation.
IEEE Trans. Neural Networks Learn. Syst.
Risheng Liu, Zhiying Jiang, Xin Fan, Zhongxuan Luo
2020 — conf
Learning Multi-scale Retinex with Residual Network for Low-Light Image Enhancement.
PRCV (1)
Long Ma, Jie Lin, Jingjie Shang, Wei Zhong, Xin Fan, Zhongxuan Luo, Risheng Liu
2020 J jnl
Learning Optimization-inspired Image Propagation with Control Mechanisms and Architecture Augmentations for Low-level Vision.
CoRR
Risheng Liu, Zhu Liu, Pan Mu, Zhouchen Lin, Xin Fan, Zhongxuan Luo
2020 B conf
Multi-Scale Features Joint Rain Removal For Single Image.
ICIP
Xinwei Xue, Zhenhua Hao, Ying Ding, Qi Jia, Risheng Liu
2020 J jnl
On the Convergence of Learning-Based Iterative Methods for Nonconvex Inverse Problems.
IEEE Trans. Pattern Anal. Mach. Intell.
Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhouchen Lin, Zhongxuan Luo
2020 A* conf
Optimization Learning: Perspective, Method, and Applications.
IJCAI
Risheng Liu
2020 Misc conf
Principle-Inspired Multi-Scale Aggregation Network for Extremely Low-Light Image Enhancement.
ICASSP
Jiaao Zhang, Risheng Liu, Long Ma, Wei Zhong, Xin Fan, Zhongxuan Luo
2020 J jnl
Real-World Underwater Enhancement: Challenges, Benchmarks, and Solutions Under Natural Light.
IEEE Trans. Circuits Syst. Video Technol.
Risheng Liu, Xin Fan, Ming Zhu, Minjun Hou, Zhongxuan Luo
2020 J jnl
Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement.
CoRR
Risheng Liu, Long Ma, Jiaao Zhang, Xin Fan, Zhongxuan Luo
2020 Misc conf
Sequential Deep Unrolling With Flow Priors For Robust Video Deraining.
ICASSP
Xinwei Xue, Ying Ding, Pan Mu, Long Ma, Risheng Liu, Xin Fan
2020 — conf
Wasserstein Loss based Deep Object Detection.
CVPR Workshops
Yuzhuo Han, Xiaofeng Liu, Zhenfei Sheng, Yutao Ren, Xu Han, Jane You, Risheng Liu, Zhongxuan Luo
2019 A* conf
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI.
AAAI
Risheng Liu, Yuxi Zhang, Shichao Cheng, Xin Fan, Zhongxuan Luo
2019 A* conf
Asynchronous Proximal Stochastic Gradient Algorithm for Composition Optimization Problems.
AAAI
Pengfei Wang, Risheng Liu, Nenggan Zheng, Zhefeng Gong
2019 J jnl
Bilevel Integrative Optimization for Ill-posed Inverse Problems.
CoRR
Risheng Liu, Long Ma, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
2019 J jnl
Blind Image Deblurring via Adaptive Optimization with Flexible Sparse Structure Control.
J. Comput. Sci. Technol.
Risheng Liu, Caisheng Mao, Zhihui Wang, Haojie Li
2019 A conf
Compounded Layer-Prior Unrolling: A Unified Transmission-Based Image Enhancement Framework.
ICME
Risheng Liu, Minjun Hou, Jinyuan Liu, Xin Fan, Zhongxuan Luo
2019 J jnl
Converged Deep Framework Assembling Principled Modules for CS-MRI.
CoRR
Risheng Liu, Yuxi Zhang, Shichao Cheng, Zhongxuan Luo, Xin Fan
2019 J jnl
Deep Proximal Unrolling: Algorithmic Framework, Convergence Analysis and Applications.
IEEE Trans. Image Process.
Risheng Liu, Shichao Cheng, Long Ma, Xin Fan, Zhongxuan Luo
2019 A conf
Enhanced Residual Dense Intrinsic Network for Intrinsic Image Decomposition.
ICME
Risheng Liu, Cheng Yang, Long Ma, Miao Zhang, Xin Fan, Zhongxuan Luo
2019 A* conf
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation.
AAAI
Jun Wen, Risheng Liu, Nenggan Zheng, Qian Zheng, Zhefeng Gong, Junsong Yuan
2019 J jnl
Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling.
CoRR
Risheng Liu, Pan Mu, Jian Chen, Xin Fan, Zhongxuan Luo
2019 J jnl
Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond.
IEEE Trans. Neural Networks Learn. Syst.
Risheng Liu, Xin Fan, Minjun Hou, Zhiying Jiang, Zhongxuan Luo, Lei Zhang
2019 J jnl
Learning Bilevel Layer Priors for Single Image Rain Streaks Removal.
IEEE Signal Process. Lett.
Pan Mu, Jian Chen, Risheng Liu, Xin Fan, Zhongxuan Luo
2019 J jnl
Learning Converged Propagations With Deep Prior Ensemble for Image Enhancement.
IEEE Trans. Image Process.
Risheng Liu, Long Ma, Yiyang Wang, Lei Zhang
2019 J jnl
Learning diffusion on global graph: A PDE-directed approach for feature detection on geometric shapes.
Comput. Aided Geom. Des.
Nannan Li, Shengfa Wang, Risheng Liu, Ziqiao Guan, Zhixun Su, Zhongxuan Luo, Hong Qin
2019 J jnl
On the Convergence of ADMM with Task Adaption and Beyond.
CoRR
Risheng Liu, Pan Mu, Jin Zhang
2019 J jnl
Real-world Underwater Enhancement: Challenging, Benchmark and Efficient Solutions.
CoRR
Risheng Liu, Minjun Hou, Xin Fan, Zhongxuan Luo
2019 J jnl
Robust heterogeneous discriminative analysis for face recognition with single sample per person.
Pattern Recognit.
Meng Pang, Yiu-ming Cheung, Binghui Wang, Risheng Liu
2019 A* conf
Semi-Supervised Skin Detection by Network With Mutual Guidance.
ICCV
Yi He, Jiayuan Shi, Chuan Wang, Haibin Huang, Jiaming Liu, Guanbin Li, Risheng Liu, Jue Wang
2019 J jnl
Semi-supervised Skin Detection by Network with Mutual Guidance.
CoRR
Yi He, Jiayuan Shi, Chuan Wang, Haibin Huang, Jiaming Liu, Guanbin Li, Risheng Liu, Jue Wang
2019 A* conf
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization.
AAAI
Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song
2019 J jnl
Toward Efficient Image Representation: Sparse Concept Discriminant Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol.
Meng Pang, Yiu-ming Cheung, Risheng Liu, Jian Lou, Chuang Lin
2019 J jnl
Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation.
CoRR
Risheng Liu, Long Ma, Yuxi Zhang, Xin Fan, Zhongxuan Luo
2019 J jnl
深度卷积先验引导的鲁棒图像层分离方法及其应用 (Deep Convolutional Prior Guided Robust Image Separation Method and Its Applications).
计算机科学
Zhiying Jiang, Risheng Liu
2018 A* conf
A Bridging Framework for Model Optimization and Deep Propagation.
NeurIPS
Risheng Liu, Shichao Cheng, Xiaokun Liu, Long Ma, Xin Fan, Zhongxuan Luo
2018 J jnl
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI.
CoRR
Risheng Liu, Yuxi Zhang, Shichao Cheng, Xin Fan, Zhongxuan Luo
2018 — conf
Adaptive Optimization with Nested Prior Navigation for Blind Image Deblurring.
BigMM
Caisheng Mao, Risheng Liu, Haojie Li
2018 Misc conf
Deep Layer Prior Optimization for Single Image Rain Streaks Removal.
ICASSP
Risheng Liu, Zhiying Jiang, Long Ma, Xin Fan, Haojie Li, Zhongxuan Luo
2018 J jnl
Designing a stable feedback control system for blind image deconvolution.
Neural Networks
Shichao Cheng, Risheng Liu, Xin Fan, Zhongxuan Luo
2018 J jnl
Explicit Shape Regression With Characteristic Number for Facial Landmark Localization.
IEEE Trans. Multim.
Xin Fan, Risheng Liu, Zhongxuan Luo, Yuntao Li, Yuyao Feng
2018 J jnl
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation.
CoRR
Jun Wen, Risheng Liu, Nenggan Zheng, Qian Zheng, Zhefeng Gong, Junsong Yuan
2018 A* conf
Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams.
IJCAI
Yi Wang, Nan Xue, Xin Fan, Jiebo Luo, Risheng Liu, Bin Chen, Haojie Li, Zhongxuan Luo
2018 B conf
Joint Residual Learning for Underwater Image Enhancement.
ICIP
Minjun Hou, Risheng Liu, Xin Fan, Zhongxuan Luo
2018 A* conf
Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond.
ACM Multimedia
Risheng Liu, Yi He, Shichao Cheng, Xin Fan, Zhongxuan Luo
2018 J jnl
Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond.
CoRR
Risheng Liu, Yi He, Shichao Cheng, Xin Fan, Zhongxuan Luo
2018 J jnl
Learning Converged Propagations with Deep Prior Ensemble for Image Enhancement.
CoRR
Risheng Liu, Long Ma, Yiyang Wang, Lei Zhang
2018 J jnl
On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems.
CoRR
Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhouchen Lin, Zhongxuan Luo
2018 J jnl
Online Low-Rank Representation Learning for Joint Multi-Subspace Recovery and Clustering.
IEEE Trans. Image Process.
Bo Li, Risheng Liu, Junjie Cao, Jie Zhang, Yu-Kun Lai, Xiuping Liu
2018 — conf
Plug-and-play correlation filters for visual tracking.
ICIMCS
Qianru Chen, Risheng Liu, Xin Fan, Haojie Li
2018 — conf
Prior-guided deep residual propagation for non-blind image deconvolution.
ICIMCS
Long Ma, Zhiying Jiang, Risheng Liu, Xin Fan
2018 A* conf
Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework.
AAAI
Risheng Liu, Xin Fan, Shichao Cheng, Xiangyu Wang, Zhongxuan Luo
2018 Misc conf
Robust Haze Removal Via Joint Deep Transmission and Scene Propagation.
ICASSP
Risheng Liu, Shiqi Li, Long Ma, Xin Fan, Haojie Li, Zhongxuan Luo
2018 A* conf
Self-Reinforced Cascaded Regression for Face Alignment.
AAAI
Xin Fan, Risheng Liu, Kang Huyan, Yuyao Feng, Zhongxuan Luo
2018 — conf
Single Image Dehazing via Adaptive Transmission Optimization with Deep Prior.
BigMM
Shiqi Li, Risheng Liu, Xin Fan, Haojie Li
2018 A conf
Single Image Layer Separation via Deep Admm Unrolling.
ICME
Risheng Liu, Zhiying Jiang, Xin Fan, Haojie Li, Zhongxuan Luo
2018 J jnl
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-convex Optimization.
CoRR
Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song
2018 A* conf
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization.
IJCAI
Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhongxuan Luo
2018 J jnl
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization.
CoRR
Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhongxuan Luo
2018 — conf
Unrolled Optimization with Deep Priors for Intrinsic Image Decomposition.
BigMM
Cheng Yang, Risheng Liu, Long Ma, Xin Fan, Haojie Li, Miao Zhang
2018 A* conf
Unsupervised Representation Learning With Long-Term Dynamics for Skeleton Based Action Recognition.
AAAI
Nenggan Zheng, Jun Wen, Risheng Liu, Liangqu Long, Jianhua Dai, Zhefeng Gong
2017 J jnl
A nonlocal L
Vis. Comput.
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
2017 J jnl
Adaptive low-rank subspace learning with online optimization for robust visual tracking.
Neural Networks
Risheng Liu, Di Wang, Yuzhuo Han, Xin Fan, Zhongxuan Luo
2017 J jnl
An Inexact Proximal Alternating Direction Method for Non-convex and Non-smooth Matrix Factorization and Beyond.
CoRR
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
2017 — conf
Blind Image Deblurring Using Adaptive Priors.
ICIMCS
Bingwang Zhang, Risheng Liu, Haojie Li, Qi Yuan, Xin Fan, Zhongxuan Luo
2017 A conf
Blind image deblurring via adaptive dynamical system learning.
ICME
Risheng Liu, Shichao Cheng, Xin Fan, Zhongxuan Luo
2017 A* conf
Deep Location-Specific Tracking.
ACM Multimedia
Lingxiao Yang, Risheng Liu, David Zhang, Lei Zhang
2017 A conf
Deep hybrid residual learning with statistic priors for single image super-resolution.
ICME
Risheng Liu, Xiangyu Wang, Xin Fan, Haojie Li, Zhongxuan Luo
2017 J jnl
Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond.
CoRR
Risheng Liu, Xin Fan, Minjun Hou, Zhiying Jiang, Zhongxuan Luo, Lei Zhang
2017 — conf
Learning Multi-Scale Shrinkage Fields for Blind Image Deblurring.
ICIMCS
Bingwang Zhang, Risheng Liu, Haojie Li, Qi Yuan, Xin Fan, Zhongxuan Luo
2017 — conf
Learning an Alternating Bergman Network for Non-convex and Non-smooth Optimization Problems.
IScIDE
Yiyang Wang, Risheng Liu, Zhixun Su
2017 A conf
Leveraging geometric correlation for input-adaptive facial landmark regression.
ICME
Yuyao Feng, Risheng Liu, Xin Fan, Kang Huyan, Zhongxuan Luo
2017 J jnl
Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework.
CoRR
Risheng Liu, Xin Fan, Shichao Cheng, Xiangyu Wang, Zhongxuan Luo
2017 A conf
Robust Heterogeneous Discriminative Analysis for Single Sample Per Person Face Recognition.
CIKM
Meng Pang, Yiu-ming Cheung, Binghui Wang, Risheng Liu
2017 J jnl
Self-Reinforced Cascaded Regression for Face Alignment.
CoRR
Xin Fan, Risheng Liu, Kang Huyan, Yuyao Feng, Zhongxuan Luo
2017 — conf
The Visual Object Tracking VOT2017 Challenge Results.
ICCV Workshops
Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomas Vojir, Gustav Häger, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Andrej Muhic, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Antoine Manzanera, Antoine Tran, A. Aydin Alatan, Bogdan Mocanu, Boyu Chen, Chang Huang, Changsheng Xu, Chong Sun, Dalong Du, David Zhang, Dawei Du, Deepak Mishra, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Francesco Battistone, Gorthi R. K. Sai Subrahmanyam, Goutam Bhat, Guan Huang, Guilherme Sousa Bastos, Guna Seetharaman, Hongliang Zhang, Houqiang Li, Huchuan Lu, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jana Noskova, Jianke Zhu, Jin Gao, Jingyu Liu, Ji-Wan Kim, João F. Henriques, José M. Martínez, Junfei Zhuang, Junliang Xing, Junyu Gao, Kai Chen, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Kris M. Kitani, Lei Zhang, Lijun Wang, Lingxiao Yang, Longyin Wen, Luca Bertinetto, Mahdieh Poostchi, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Ming-Hsuan Yang, Nianhao Xie, Ning Wang, Ondrej Miksik, Payman Moallem, Pallavi M. Venugopal, Pedro Senna, Philip H. S. Torr, Qiang Wang, Qifeng Yu, Qingming Huang, Rafael Martin Nieto, Richard Bowden, Risheng Liu, Ruxandra Tapu, Simon Hadfield, Siwei Lyu, Stuart Golodetz, Sunglok Choi, Tianzhu Zhang, Titus Zaharia, Vincenzo Santopietro, Wei Zou, Weiming Hu, Wenbing Tao, Wenbo Li, Wengang Zhou, Xianguo Yu, Xiao Bian, Yang Li, Yifan Xing, Yingruo Fan, Zheng Zhu, Zhipeng Zhang, Zhiqun He
2016 J jnl
A generalized nonlocal mean framework with object-level cues for saliency detection.
Vis. Comput.
Guangyu Zhong, Risheng Liu, Junjie Cao, Zhixun Su
2016 J jnl
Learning to Diffuse: A New Perspective to Design PDEs for Visual Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Risheng Liu, Guangyu Zhong, Junjie Cao, Zhouchen Lin, Shiguang Shan, Zhongxuan Luo
2016 A* conf
Linearized Alternating Direction Method with Penalization for Nonconvex and Nonsmooth Optimization.
AAAI
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
2016 — conf
Region-based CNN for Logo Detection.
ICIMCS
Yu Bao, Haojie Li, Xin Fan, Risheng Liu, Qi Jia
2016 J jnl
Sparse Coding and Counting for Robust Visual Tracking.
CoRR
Risheng Liu, Jing Wang, Yiyang Wang, Zhixun Su, Yu Cai
2016 — conf
Sparse Gradient Pursuit for Robust Visual Analysis.
ACCV (1)
Jiangxin Dong, Risheng Liu, Kewei Tang, Yiyang Wang, Xindong Zhang, Zhixun Su
2016 J jnl
Subspace segmentation by dense block and sparse representation.
Neural Networks
Kewei Tang, David B. Dunson, Zhixun Su, Risheng Liu, Jie Zhang, Jiangxin Dong
2015 A conf
Characteristic number regression for facial feature extraction.
ICME
Yuntao Li, Xin Fan, Risheng Liu, Yuyao Feng, Zhongxuan Luo, Zezhou Li
2015 B conf
Correlated warped Gaussian processes for gender-specific age estimation.
ICIP
Difei Gao, Lili Pan, Risheng Liu, Rui Chen, Mei Xie
2015 J jnl
Diffuse visual attention for saliency detection.
J. Electronic Imaging
Risheng Liu, Guangyu Zhong, Junjie Cao, Zhixun Su
2015 J jnl
Linearized alternating direction method with parallel splitting and adaptive penalty for separable convex programs in machine learning.
Mach. Learn.
Zhouchen Lin, Risheng Liu, Huan Li
2015 J jnl
Low-rank 3D mesh segmentation and labeling with structure guiding.
Comput. Graph.
Xiuping Liu, Jie Zhang, Risheng Liu, Bo Li, Jun Wang, Junjie Cao
2015 — conf
Matrix Factorization with Column L0-Norm Constraint for Robust Multi-subspace Analysis.
ICDM Workshops
Binghui Wang, Risheng Liu, Chuang Lin, Xin Fan
2015 J jnl
Properly constrained orthonormal functional maps for intrinsic symmetries.
Comput. Graph.
Xiuping Liu, Shuhua Li, Risheng Liu, Jun Wang, Hui Wang, Junjie Cao
2015 J jnl
Robust visual tracking via L0 regularized local low-rank feature learning.
J. Electronic Imaging
Risheng Liu, Shanshan Bai, Zhixun Su, Changcheng Zhang, Chunhai Sun
2015 B conf
Robust visual tracking via discriminative sequential ranking.
ICIP
Guangyu Zhong, Risheng Liu, Zhixun Su
2015 B conf
Robust visual tracking via discriminative sequential ranking.
ICIP
Guangyu Zhong, Risheng Liu, Zhixun Su
2015 B conf
Sparse concept discriminant matrix factorization for image representation.
ICIP
Meng Pang, Chuang Lin, Risheng Liu, Xin Fan, Jifeng Jiang, Zhongxuan Luo
2015 B conf
Visual tracking via orthogonal sparse coding.
ICIP
Jing Wang, Yiyang Wang, Risheng Liu, Zhixun Su
2014 A* conf
Adaptive Partial Differential Equation Learning for Visual Saliency Detection.
CVPR
Risheng Liu, Junjie Cao, Zhouchen Lin, Shiguang Shan
2014 A conf
Incremental robust local dictionary learning for visual tracking.
ICME
Shanshan Bai, Risheng Liu, Zhixun Su, Changcheng Zhang, Wei Jin
2014 J jnl
Latent Subspace Projection Pursuit with Online Optimization for Robust Visual Tracking.
IEEE Multim.
Risheng Liu, Wei Jin, Zhixun Su, Changcheng Zhang
2014 J jnl
Learning Markov random walks for robust subspace clustering and estimation.
Neural Networks
Risheng Liu, Zhouchen Lin, Zhixun Su
2014 J jnl
Linear time Principal Component Pursuit and its extensions using ℓ
Neurocomputing
Risheng Liu, Zhouchen Lin, Zhixun Su, Junbin Gao
2014 A conf
Motion blur kernel estimation via salient edges and low rank prior.
ICME
Jin-shan Pan, Risheng Liu, Zhixun Su, Guili Liu
2014 A conf
Robust visual tracking using latent subspace projection pursuit.
ICME
Wei Jin, Risheng Liu, Zhixun Su, Changcheng Zhang, Shanshan Bai
2014 J jnl
Robust visual tracking via incremental low-rank features learning.
Neurocomputing
Changcheng Zhang, Risheng Liu, Tianshuang Qiu, Zhixun Su
2014 — conf
Saliency Detection via Nonlocal L_0 Minimization.
ACCV (2)
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
2014 J jnl
Structure-Constrained Low-Rank Representation.
IEEE Trans. Neural Networks Learn. Syst.
Kewei Tang, Risheng Liu, Zhixun Su, Jie Zhang
2013 J jnl
Kernel estimation from salient structure for robust motion deblurring.
Signal Process. Image Commun.
Jin-shan Pan, Risheng Liu, Zhixun Su, Xianfeng Gu
2013 C conf
Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning.
ACML
Risheng Liu, Zhouchen Lin, Zhixun Su
2013 J jnl
Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning.
CoRR
Risheng Liu, Zhouchen Lin, Zhixun Su
2013 J jnl
Low-Rank Structure Learning via Nonconvex Heuristic Recovery.
IEEE Trans. Neural Networks Learn. Syst.
Yue Deng, Qionghai Dai, Risheng Liu, Zengke Zhang, Sanqing Hu
2013 B conf
Mixture of related regressions for head pose estimation.
ICIP
Lili Pan, Risheng Liu, Mei Xie
2013 B conf
Saliency detection based on an edge-preserving filter.
ICIP
Jin-shan Pan, Zhixun Su, Maoran Bian, Risheng Liu
2013 J jnl
Toward designing intelligent PDEs for computer vision: An optimal control approach.
Image Vis. Comput.
Risheng Liu, Zhouchen Lin, Wei Zhang, Kewei Tang, Zhixun Su
2012 J jnl
Fixed-Rank Representation for Unsupervised Visual Learning
CoRR
Risheng Liu, Zhouchen Lin, Fernando De la Torre, Zhixun Su
2012 A* conf
Fixed-rank representation for unsupervised visual learning.
CVPR
Risheng Liu, Zhouchen Lin, Fernando De la Torre, Zhixun Su
2012 J jnl
Kernel Estimation from Salient Structure for Robust Motion Deblurring
CoRR
Jin-shan Pan, Risheng Liu, Zhixun Su, Xianfeng Gu
2011 — conf
Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation.
NIPS
Zhouchen Lin, Risheng Liu, Zhixun Su
2011 B conf
Robust head pose estimation via Convex Regularized Sparse Regression.
ICIP
Hao Ji, Risheng Liu, Fei Su, Zhixun Su, Yan Tian
2011 J jnl
Solving Principal Component Pursuit in Linear Time via $l_1$ Filtering
CoRR
Risheng Liu, Zhouchen Lin, Siming Wei, Zhixun Su
2011 J jnl
Toward Designing Intelligent PDEs for Computer Vision: An Optimal Control Approach
CoRR
Risheng Liu, Zhouchen Lin, Wei Zhang, Kewei Tang, Zhixun Su
2010 J jnl
Feature extraction by learning Lorentzian metric tensor and its extensions.
Pattern Recognit.
Risheng Liu, Zhouchen Lin, Zhixun Su, Kewei Tang
2010 — conf
Learning PDEs for Image Restoration via Optimal Control.
ECCV (1)
Risheng Liu, Zhouchen Lin, Wei Zhang, Zhixun Su
2009 — conf
Lorentzian Discriminant Projection and Its Applications.
ACCV (3)
Risheng Liu, Zhixun Su, Zhouchen Lin, Xiaoyu Hou