Investigating bi-level optimization for learning and vision from a unified perspective: A survey and beyond R Liu, J Gao, J Zhang, D Meng, Z Lin
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (12 …, 2021
253 2021 Learning with constraint learning: New perspective, solution strategy and various applications R Liu, J Gao, X Liu, X Fan
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
10 2024 Pearl: Preprocessing enhanced adversarial robust learning of image deraining for semantic segmentation X Jiao, Y Liu, J Gao, X Chu, X Fan, R Liu
Proceedings of the 31st ACM International Conference on Multimedia, 8185-8194, 2023
8 2023 Collaborative brightening and amplification of low-light imagery via bi-level adversarial learning J Gao, Y Liu, Z Yue, X Fan, R Liu
Pattern Recognition 154, 110558, 2024
6 2024 Learning adaptive hyper-guidance via proxy-based bilevel optimization for image enhancement J Gao, X Liu, R Liu, X Fan
The Visual Computer, 1-14, 2021
6 2021 Diving into darkness: A dual-modulated framework for high-fidelity super-resolution in ultra-dark environments J Gao, Z Yue, Y Liu, S Xie, X Fan, R Liu
arXiv preprint arXiv:2309.05267, 2023
5 2023 Revisiting gans by best-response constraint: Perspective, methodology, and application R Liu, J Gao, X Liu, X Fan
arXiv preprint arXiv:2205.10146, 2022
5 2022 Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation X Fan, X Wang, J Gao, J Wang, Z Luo, R Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
3 2024 Uncertainty-aware sparse transformer network for single image deraindrop B Fu, Y Jiang, D Wang, J Gao, C Wang, X Li
IEEE Transactions on Instrumentation and Measurement, 2024
2 2024 Unveiling Details in the Dark: Simultaneous Brightening and Zooming for Low-Light Image Enhancement Z Yue, J Gao, Z Su
Proceedings of the AAAI Conference on Artificial Intelligence 38 (7), 6899-6907, 2024
2 2024 A Dual-Stream-Modulated Learning Framework for Illuminating and Super-Resolving Ultra-Dark Images J Gao, Z Yue, Y Liu, S Xie, X Fan, R Liu
IEEE Transactions on Neural Networks and Learning Systems, 2024
1 2024 Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation Y Liu, J Gao, X Liu, X Jiao, X Fan, R Liu
arXiv preprint arXiv:2406.02064, 2024
1 2024 Breaking the water dilemma: Transmission-guided bilevel adaptive learning for underwater imagery S Xie, P Li, J Gao, Z Yue, X Fan, R Liu
Neurocomputing, 127909, 2024
1 2024 Motion-Scenario Decoupling for Rat-Aware Video Position Prediction: Strategy and Benchmark X Liu, J Gao, Y Liu, N Zheng, R Liu
International Conference on Image and Graphics, 136-148, 2023
1 2023 NAI X Liu, J Gao, X Fan, R Liu
arXiv preprint arXiv:2305.10223, 2023
1 2023 Adaptive Weighted Deformable Part Model for Object Detection Y Wang, Z Su, J Gao
2018 7th International Conference on Digital Home (ICDH), 72-75, 2018
1 2018 Enhancing Images with Coupled Low-Resolution and Ultra-Dark Degradations: A Tri-level Learning Framework J Gao, Y Liu
Proceedings of the 32nd ACM International Conference on Multimedia, 8642-8651, 2024
2024 LoLiSRFlow: Joint Single Image Low-light Enhancement and Super-resolution via Cross-scale Transformer-based Conditional Flow Z Yue, J Gao, S Xie, Y Liu, Z Su
arXiv preprint arXiv:2402.18871, 2024
2024 Learn from the Past: A Proxy based Adversarial Defense Framework to Boost Robustness Y Liu, J Gao, Z Liu, X Jiao, X Fan, R Liu
arXiv preprint arXiv:2310.12713, 2023
2023 NFI: Learning Noise-Free Illuminance-Interpolator for Unsupervised Low-Light Image Enhancement X Liu, J Gao, Z Yue, X Fan, R Liu
CoRR, 2023
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