Long Ma

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 81

Top Topics

Intrinsic Image Decomposition

Image Enhancement

Top Venues

Publications

Chengpei Xu, Hao Fu, Long Ma, Wenjing Jia, Chengqi Zhang, Feng Xia, Xiaoyu Ai, Binghao Li, Wenjie Zhang
Seeing Text in the Dark: Algorithm and Benchmark. CoRR (2024)
Xingyuan Li, Yang Zou, Jinyuan Liu, Zhiying Jiang, Long Ma, Xin Fan, Risheng Liu
From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion. CoRR (2024)
Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion. AAAI (2024)
Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu
Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation. AAAI (2024)
Xinwei Xue, Tianjiao Ma, Yidong Han, Long Ma, Risheng Liu
Learning Deep Scene Curve for Fast and Robust Underwater Image Enhancement. IEEE Signal Process. Lett. 31 (2024)
Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-free Multi-Exposure Image Fusion. CoRR (2023)
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)
Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu
Bilevel Generative Learning for Low-Light Vision. ACM Multimedia (2023)
Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu
Bilevel Generative Learning for Low-Light Vision. CoRR (2023)
Long Ma, Dian Jin, Nan An, Jinyuan Liu, Xin Fan, Risheng Liu
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement. CoRR (2023)
Risheng Liu, Long Ma, Tengyu Ma, Xin Fan, Zhongxuan Luo
Learning With Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Gehui Li, Jinyuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu
Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction. ACM Multimedia (2023)
Zhu Liu, Zihang Chen, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
Enhancing Infrared Small Target Detection Robustness with Bi-Level Adversarial Framework. CoRR (2023)
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 (2023)
Di Wang, Jinyuan Liu, Long Ma, Risheng Liu, Xin Fan
Improving Misaligned Multi-modality Image Fusion with One-stage Progressive Dense Registration. CoRR (2023)
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 (2023)
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)
Xinwei Xue, Jia He, Long Ma, Xiangyu Meng, Wenlin Li, Risheng Liu
ASF-Net: Robust Video Deraining via Temporal Alignment and Online Adaptive Learning. CoRR (2023)
Xingyuan Li, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu
AdvMono3D: Advanced Monocular 3D Object Detection with Depth-Aware Robust Adversarial Training. CoRR (2023)
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)
Long Ma, Risheng Liu, Yiyang Wang, Xin Fan, Zhongxuan Luo
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model. IEEE Trans. Multim. 25 (2023)
Gehui Li, Jinyuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu
Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction. CoRR (2023)
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 (2023)
Hao Fu, Long Ma, Jinyuan Liu, Xin Fan, Risheng Liu
Exploring a Distillation with Embedded Prompts for Object Detection in Adverse Environments. PRCV (10) (2023)
Xingyuan Li, Jingyuan Liu, Yixin Lei, Long Ma, Xin Fan, Risheng Liu
MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes. CoRR (2023)
Xinwei Xue, Zexuan Li, Long Ma, Qi Jia, Risheng Liu, Xin Fan
Investigating intrinsic degradation factors by multi-branch aggregation for real-world underwater image enhancement. Pattern Recognit. 133 (2023)
Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu
Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation. CoRR (2023)
Di Wang, Long Ma, Risheng Liu, Xin Fan
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement. ICRA (2022)
Xinwei Xue, Jia He, Long Ma, Yi Wang, Xin Fan, Risheng Liu
Best of Both Worlds: See and Understand Clearly in the Dark. ACM Multimedia (2022)
Xinwei Xue, Gaoyu Wang, Long Ma, Qi Jia, Yi Wang
Adjacent Slice Feature Guided 2.5D Network for Pulmonary Nodule Segmentation. CoRR (2022)
Tengyu Ma, Long Ma, Xin Fan, Zhongxuan Luo, Risheng Liu
PIA: Parallel Architecture with Illumination Allocator for Joint Enhancement and Detection in Low-Light. ACM Multimedia (2022)
Risheng Liu, Long Ma, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
Task-Oriented Convex Bilevel Optimization With Latent Feasibility. IEEE Trans. Image Process. 31 (2022)
Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
Toward Fast, Flexible, and Robust Low-Light Image Enhancement. CVPR (2022)
Long Ma, Tianjiao Ma, Xinwei Xue, Xin Fan, Zhongxuan Luo, Risheng Liu
Practical Exposure Correction: Great Truths Are Always Simple. CoRR (2022)
Long Ma, Risheng Liu, Jiaao Zhang, Xin Fan, Zhongxuan Luo
Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Guijing Zhu, Long Ma, Xin Fan, Risheng Liu
Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration. IJCAI (2022)
Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
Toward Fast, Flexible, and Robust Low-Light Image Enhancement. CoRR (2022)
Yirui Fan, Long Ma, Risheng Liu
Video Deraining via Temporal Discrepancy Learning. PRCV (4) (2022)
Di Wang, Long Ma, Risheng Liu, Xin Fan
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement. CoRR (2022)
Risheng Liu, Long Ma, Yuxi Zhang, Xin Fan, Zhongxuan Luo
Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Zhenyu Tang, Long Ma, Xiaoke Shang, Xin Fan
Learning to Fuse Heterogeneous Features for Low-Light Image Enhancement. ICASSP (2022)
Xinwei Xue, Xiangyu Meng, Long Ma, Yi Wang, Risheng Liu, Xin Fan
Searching Frame-Recurrent Attentive Deformable Network for Real-Time Video Deraining. ICME (2021)
Risheng Liu, Long Ma, Jiaao Zhang, Xin Fan, Zhongxuan Luo
Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement. CVPR (2021)
Xiaokun Liu, Risheng Liu, Long Ma, Xin Fan, Zhongxuan Luo
Spatial-Temporal Integration Network with Self-Guidance for Robust Video Deraining. ICME (2021)
Wei Zhong, Xiaodong Zhang, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
Learning Multi-scale Underexposure Image Correction. CICAI (2021)
Risheng Liu, Long Ma, Tengyu Ma, Xin Fan, Zhongxuan Luo
Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision. CoRR (2021)
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)
Xiaokun Liu, Long Ma, Risheng Liu, Wei Zhong, Xin Fan, Zhongxuan Luo
NASA: A Noise-Adaptive and Structure-Aware Learning Framework for Image Deblurring. ICASSP (2021)
Xinwei Xue, Zexuan Li, Long Ma, Risheng Liu, Xin Fan
Physics-inspired Learning for Structure-Aware Texture-Sensitive Underwater Image Enhancement. ACML (2021)
Long Ma, Risheng Liu, Xuefeng Zhang, Wei Zhong, Xin Fan
Video Deraining Via Temporal Aggregation-and-Guidance. ICME (2021)
Wei Zhong, Xuefeng Zhang, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
Star-Net: Spatial-Temporal Attention Residual Network for Video Deraining. ICME (2021)
Xinwei Xue, Zhenhua Hao, Long Ma, Yi Wang, Risheng Liu
Joint Luminance and Chrominance Learning for Underwater Image Enhancement. IEEE Signal Process. Lett. 28 (2021)
Xinwei Xue, Ying Ding, Long Ma, Yi Wang, Risheng Liu, Xin Fan
Temporal Rain Decomposition with Spatial Structure Guidance for Video Deraining. ICASSP (2021)
Xiaoke Shang, Jingjie Shang, Long Ma, Shaomin Zhang, Nai Ding
Attention Guided Retinex Architecture Search for Robust Low-light Image Enhancement. CICAI (2021)
Guijing Zhu, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
Collaborative Reflectance-And-Illumination Learning For High-Efficient Low-Light Image Enhancement. ICME (2021)
Wei Zhong, Jie Lin, Long Ma, Risheng Liu, Xin Fan
Deep Multi-Illumination Fusion for Low-Light Image Enhancement. PRCV (3) (2021)
Xinwei Xue, Xiangyu Meng, Long Ma, Risheng Liu, Xin Fan
GTA-Net: Gradual Temporal Aggregation Network for Fast Video Deraining. ICASSP (2021)
Risheng Liu, Shiqi Li, Jinyuan Liu, Long Ma, Xin Fan, Zhongxuan Luo
Learning Hadamard-Product-Propagation for Image Dehazing and Beyond. IEEE Trans. Circuits Syst. Video Technol. 31 (4) (2021)
Zhu Liu, Long Ma, Risheng Liu, Xin Fan
Learning to Discover a Unified Architecture for Low-Level Vision. IEEE Signal Process. Lett. 28 (2021)
Dian Jin, Long Ma, Risheng Liu, Xin Fan
Bridging the Gap between Low-Light Scenes: Bilevel Learning for Fast Adaptation. ACM Multimedia (2021)
Dongxiang Shi, Long Ma, Risheng Liu, Xin Fan, Zhongxuan Luo
Semantic-Driven Context Aggregation Network for Underwater Image Enhancement. PRCV (3) (2021)
Long Ma, Risheng Liu, Jiaao Zhang, Xin Fan, Zhongxuan Luo
Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement. CoRR (2021)
Yiyang Wang, Long Ma, Risheng Liu
A convergent framework with learnable feasibility for Hadamard-based image recovery. Comput. Vis. Image Underst. 202 (2021)
Risheng Liu, Long Ma, Jiaao Zhang, Xin Fan, Zhongxuan Luo
Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement. CoRR (2020)
Long Ma, Dian Jin, Risheng Liu, Xin Fan, Zhongxuan Luo
Joint Over and Under Exposures Correction by Aggregated Retinex Propagation for Image Enhancement. IEEE Signal Process. Lett. 27 (2020)
Xinwei Xue, Ying Ding, Pan Mu, Long Ma, Risheng Liu, Xin Fan
Sequential Deep Unrolling With Flow Priors For Robust Video Deraining. ICASSP (2020)
Long Ma, Jie Lin, Jingjie Shang, Wei Zhong, Xin Fan, Zhongxuan Luo, Risheng Liu
Learning Multi-scale Retinex with Residual Network for Low-Light Image Enhancement. PRCV (1) (2020)
Jiaao Zhang, Risheng Liu, Long Ma, Wei Zhong, Xin Fan, Zhongxuan Luo
Principle-Inspired Multi-Scale Aggregation Network for Extremely Low-Light Image Enhancement. ICASSP (2020)
Risheng Liu, Shichao Cheng, Long Ma, Xin Fan, Zhongxuan Luo
Deep Proximal Unrolling: Algorithmic Framework, Convergence Analysis and Applications. IEEE Trans. Image Process. 28 (10) (2019)
Risheng Liu, Long Ma, Yuxi Zhang, Xin Fan, Zhongxuan Luo
Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation. CoRR (2019)
Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization. AAAI (2019)
Risheng Liu, Cheng Yang, Long Ma, Miao Zhang, Xin Fan, Zhongxuan Luo
Enhanced Residual Dense Intrinsic Network for Intrinsic Image Decomposition. ICME (2019)
Risheng Liu, Long Ma, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
Bilevel Integrative Optimization for Ill-posed Inverse Problems. CoRR (2019)
Risheng Liu, Long Ma, Yiyang Wang, Lei Zhang
Learning Converged Propagations With Deep Prior Ensemble for Image Enhancement. IEEE Trans. Image Process. 28 (3) (2019)
Risheng Liu, Shichao Cheng, Xiaokun Liu, Long Ma, Xin Fan, Zhongxuan Luo
A Bridging Framework for Model Optimization and Deep Propagation. NeurIPS (2018)
Risheng Liu, Long Ma, Yiyang Wang, Lei Zhang
Learning Converged Propagations with Deep Prior Ensemble for Image Enhancement. CoRR (2018)
Risheng Liu, Zhiying Jiang, Long Ma, Xin Fan, Haojie Li, Zhongxuan Luo
Deep Layer Prior Optimization for Single Image Rain Streaks Removal. ICASSP (2018)
Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-convex Optimization. CoRR (2018)
Cheng Yang, Risheng Liu, Long Ma, Xin Fan, Haojie Li, Miao Zhang
Unrolled Optimization with Deep Priors for Intrinsic Image Decomposition. BigMM (2018)
Risheng Liu, Shiqi Li, Long Ma, Xin Fan, Haojie Li, Zhongxuan Luo
Robust Haze Removal Via Joint Deep Transmission and Scene Propagation. ICASSP (2018)
Long Ma, Zhiying Jiang, Risheng Liu, Xin Fan
Prior-guided deep residual propagation for non-blind image deconvolution. ICIMCS (2018)