Risheng Liu

Identifiers

• name variant Risheng Liu 0.60 · backfill

Papers (94)

1. Diffuse to Detect: Bi-Level Sample Rebalancing with Pseudo-Label Diffusion for Point-Supervised Infrared Small-Target Detection cs.CV · 2026 · author #5
2. DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion cs.CV · 2025 · author #8
3. Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond cs.CV · 2025 · author #7
4. DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging cs.CV · 2025 · author #6
5. Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image Enhancement cs.CV · 2025 · author #5 as printed: RIsheng Liu
6. Infrared and Visible Image Fusion: From Data Compatibility to Task Adaption cs.CV · 2025 · author #9
7. HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning cs.CV · 2024 · author #6
8. Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation cs.LG · 2024 · author #6
9. Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-loop and Hessian-free Solution Strategy math.OC · 2024 · author #1
10. Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks cs.CV · 2024 · author #5
11. A Perturbed Value-Function-Based Interior-Point Method for Perturbed Pessimistic Bilevel Problems math.OC · 2024 · author #2
12. From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion cs.CV · 2023 · author #7
13. Learn from the Past: A Proxy Guided Adversarial Defense Framework with Self Distillation Regularization cs.LG · 2023 · author #6
14. Diving into Darkness: A Dual-Modulated Framework for High-Fidelity Super-Resolution in Ultra-Dark Environments cs.CV · 2023 · author #6
15. Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation cs.CV · 2023 · author #6
16. Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-free Multi-Exposure Image Fusion cs.CV · 2023 · author #6
17. AdvMono3D: Advanced Monocular 3D Object Detection with Depth-Aware Robust Adversarial Training cs.CV · 2023 · author #5
18. Enhancing Infrared Small Target Detection Robustness with Bi-Level Adversarial Framework cs.CV · 2023 · author #6
19. ASF-Net: Robust Video Deraining via Temporal Alignment and Online Adaptive Learning cs.CV · 2023 · author #6
20. Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction cs.CV · 2023 · author #6
21. Learning Heavily-Degraded Prior for Underwater Object Detection cs.CV · 2023 · author #5
22. Improving Misaligned Multi-modality Image Fusion with One-stage Progressive Dense Registration cs.CV · 2023 · author #4
23. PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation cs.CV · 2023 · author #6
24. Bilevel Generative Learning for Low-Light Vision cs.CV · 2023 · author #7
25. Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation cs.CV · 2023 · author #5
26. WaterFlow: Heuristic Normalizing Flow for Underwater Image Enhancement and Beyond cs.CV · 2023 · author #5
27. Multi-Spectral Image Stitching via Spatial Graph Reasoning cs.CV · 2023 · author #5
28. Learning with Constraint Learning: New Perspective, Solution Strategy and Various Applications cs.CV · 2023 · author #1
29. Joint Perceptual Learning for Enhancement and Object Detection in Underwater Scenarios cs.CV · 2023 · author #4
30. A New Simple Stochastic Gradient Descent Type Algorithm With Lower Computational Complexity for Bilevel Optimization math.OC · 2023 · author #2
31. Bilevel Fast Scene Adaptation for Low-Light Image Enhancement cs.CV · 2023 · author #6
32. Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining cs.CV · 2023 · author #2
33. A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion cs.CV · 2023 · author #1
34. PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation cs.CV · 2023 · author #5
35. Searching a Compact Architecture for Robust Multi-Exposure Image Fusion cs.CV · 2023 · author #6
36. MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes cs.CV · 2023 · author #6
37. Motion-Scenario Decoupling for Rat-Aware Video Position Prediction: Strategy and Benchmark cs.CV · 2023 · author #4
38. Advancing Unsupervised Low-light Image Enhancement: Noise Estimation, Illumination Interpolation, and Self-Regulation cs.CV · 2023 · author #4
39. An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object Detection cs.CV · 2023 · author #3
40. Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond cs.CV · 2023 · author #6
41. Breaking Modality Disparity: Harmonized Representation for Infrared and Visible Image Registration cs.CV · 2023 · author #5
42. Hierarchical Optimization-Derived Learning cs.LG · 2023 · author #1
43. Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity math.OC · 2023 · author #1
44. Practical exposure correction via compensation cs.CV · 2022 · author #7
45. Breaking Free from Fusion Rule: A Fully Semantic-driven Infrared and Visible Image Fusion cs.CV · 2022 · author #5
46. CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion cs.CV · 2022 · author #4
47. Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement cs.CV · 2022 · author #3
48. Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training cs.LG · 2022 · author #1
49. Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration cs.CV · 2022 · author #4
50. Revisiting GANs by Best-Response Constraint: Perspective, Methodology, and Application cs.LG · 2022 · author #1
51. Towards Extremely Fast Bilevel Optimization with Self-governed Convergence Guarantees math.OC · 2022 · author #1
52. Toward Fast, Flexible, and Robust Low-Light Image Enhancement cs.CV · 2022 · author #3
53. Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection cs.CV · 2022 · author #5
54. Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions cs.CV · 2022 · author #5
55. Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement eess.IV · 2021 · author #2
56. Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision cs.CV · 2021 · author #1
57. Triple-level Model Inferred Collaborative Network Architecture for Video Deraining eess.IV · 2021 · author #4
58. Value-Function-based Sequential Minimization for Bi-level Optimization cs.LG · 2021 · author #1
59. Towards Gradient-based Bilevel Optimization with Non-convex Followers and Beyond cs.LG · 2021 · author #1
60. A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization math.OC · 2021 · author #1
61. A General Descent Aggregation Framework for Gradient-based Bi-level Optimization cs.LG · 2021 · author #1
62. Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond cs.LG · 2021 · author #1
63. Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement cs.CV · 2020 · author #1
64. Optimization-Inspired Learning with Architecture Augmentations and Control Mechanisms for Low-Level Vision cs.CV · 2020 · author #1
65. BOML: A Modularized Bilevel Optimization Library in Python for Meta Learning cs.LG · 2020 · author #2
66. SMPR: Single-Stage Multi-Person Pose Regression cs.CV · 2020 · author #5
67. A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton cs.LG · 2020 · author #1
68. Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond cs.CV · 2020 · author #1
69. Converged Deep Framework Assembling Principled Modules for CS-MRI eess.IV · 2019 · author #1
70. Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling cs.CV · 2019 · author #1
71. Investigating Customization Strategies and Convergence Behaviors of Task-specific ADMM cs.CV · 2019 · author #1
72. Semi-supervised Skin Detection by Network with Mutual Guidance cs.CV · 2019 · author #7
73. Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation cs.CV · 2019 · author #1
74. Task-Oriented Convex Bilevel Optimization with Latent Feasibility cs.CV · 2019 · author #1
75. Real-world Underwater Enhancement: Challenges, Benchmarks, and Solutions cs.CV · 2019 · author #1
76. Exploiting Local Feature Patterns for Unsupervised Domain Adaptation cs.LG · 2018 · author #2
77. A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI cs.CV · 2018 · author #1
78. Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-convex Optimization cs.LG · 2018 · author #2
79. Learning Converged Propagations with Deep Prior Ensemble for Image Enhancement cs.CV · 2018 · author #1
80. On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems cs.CV · 2018 · author #1
81. Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond cs.CV · 2018 · author #1
82. Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization cs.CV · 2018 · author #1
83. Self-Reinforced Cascaded Regression for Face Alignment cs.CV · 2017 · author #2
84. Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework cs.CV · 2017 · author #1
85. Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond cs.CV · 2017 · author #1
86. An Optimization Framework with Flexible Inexact Inner Iterations for Nonconvex and Nonsmooth Programming cs.CV · 2017 · author #2
87. Sparse Coding and Counting for Robust Visual Tracking cs.CV · 2016 · author #1
88. Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning cs.NA · 2013 · author #2
89. Kernel Estimation from Salient Structure for Robust Motion Deblurring cs.CV · 2012 · author #2
90. Fixed-Rank Representation for Unsupervised Visual Learning cs.CV · 2012 · author #1
91. Toward Designing Intelligent PDEs for Computer Vision: An Optimal Control Approach cs.CV · 2011 · author #1
92. Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation math.OC · 2011 · author #2
93. Solving Principal Component Pursuit in Linear Time via $l_1$ Filtering cs.NA · 2011 · author #1
94. Low-Rank Structure Learning via Log-Sum Heuristic Recovery cs.NA · 2010 · author #3

Mentions

• 2503.01210 #7 · arxiv_oai · confidence 0.70 Risheng Liu
• 2503.17673 #8 · arxiv_oai · confidence 0.70 Risheng Liu
• 2503.00905 #6 · arxiv_oai · confidence 0.70 Risheng Liu
• 2502.19867 #5 · arxiv_oai · confidence 0.70 RIsheng Liu
• 2501.10761 #9 · arxiv_oai · confidence 0.70 Risheng Liu
• 2211.10960 #4 · arxiv_oai · confidence 0.70 Risheng Liu
• 2411.18296 #6 · arxiv_oai · confidence 0.70 Risheng Liu
• 2305.12236 #6 · arxiv_oai · confidence 0.70 Risheng Liu
• 2406.02064 #6 · arxiv_oai · confidence 0.70 Risheng Liu
• 2305.10223 #4 · arxiv_oai · confidence 0.70 Risheng Liu
• 2405.09927 #1 · arxiv_oai · confidence 0.70 Risheng Liu
• 2310.12713 #6 · arxiv_oai · confidence 0.70 Risheng Liu
• 2402.15959 #5 · arxiv_oai · confidence 0.70 Risheng Liu
• 2401.03636 #2 · arxiv_oai · confidence 0.70 Risheng Liu
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• 2309.00872 #6 · arxiv_oai · confidence 0.70 Risheng Liu
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• 2012.05435 #1 · arxiv_oai · confidence 0.70 Risheng Liu
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• 2309.05267 #6 · arxiv_oai · confidence 0.70 Risheng Liu
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• 2309.01106 #5 · arxiv_oai · confidence 0.70 Risheng Liu
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• 2203.16220 #5 · arxiv_oai · confidence 0.70 Risheng Liu
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• 2004.14557 #1 · arxiv_oai · confidence 0.70 Risheng Liu
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• 2006.04045 #1 · arxiv_oai · confidence 0.70 Risheng Liu
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• 2605.20766 #5 · arxiv_oai · confidence 0.70 Risheng Liu
• 1012.1919 #3 · backfill · confidence 0.70 Risheng Liu

Frequent Coauthors

• Xin Fan 60 shared papers
• Jinyuan Liu 30 shared papers
• Long Ma 29 shared papers
• Zhongxuan Luo 25 shared papers
• Zhu Liu 15 shared papers
• Jin Zhang 13 shared papers
• Shangzhi Zeng 11 shared papers
• Zhiying Jiang 11 shared papers
• Zhixun Su 10 shared papers
• Jiaxin Gao 9 shared papers
• Yaohua Liu 9 shared papers
• Guanyao Wu 8 shared papers
• Xuan Liu 8 shared papers
• Zhouchen Lin 7 shared papers
• Pan Mu 6 shared papers
• Shichao Cheng 6 shared papers
• Di Wang 5 shared papers
• Xingyuan Li 5 shared papers
• Zengxi Zhang 5 shared papers
• Xiaoming Yuan 4 shared papers