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Leida Li
Publications
- 2023
- [j150]Yongwei Mao, Jinjian Wu, Xing Wang, Leida Li, Weisheng Dong:
Transfer learning for just noticeable difference estimation. Inf. Sci. 648: 119575 (2023) - [j149]Xiaotong Lu, Weisheng Dong, Xin Li, Jinjian Wu, Leida Li, Guangming Shi:
Adaptive Search-and-Training for Robust and Efficient Network Pruning. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 9325-9338 (2023) - [j147]Weisheng Dong, Jinjian Wu, Leida Li, Guangming Shi, Xin Li:
Bayesian Deep Learning for Image Reconstruction: From structured sparsity to uncertainty estimation. IEEE Signal Process. Mag. 40(1): 73-84 (2023) - [j146]Xin Li, Weisheng Dong, Jinjian Wu, Leida Li, Guangming Shi:
Superresolution Image Reconstruction: Selective milestones and open problems. IEEE Signal Process. Mag. 40(5): 54-66 (2023) - [j145]Zhiwen Chen, Jinjian Wu, Junhui Hou, Leida Li, Weisheng Dong, Guangming Shi:
ECSNet: Spatio-Temporal Feature Learning for Event Camera. IEEE Trans. Circuits Syst. Video Technol. 33(2): 701-712 (2023) - [j144]Yongxu Liu, Jinjian Wu, Leida Li, Weisheng Dong, Guangming Shi:
Quality Assessment of UGC Videos Based on Decomposition and Recomposition. IEEE Trans. Circuits Syst. Video Technol. 33(3): 1043-1054 (2023) - [j143]Pengfei Chen, Leida Li, Haoliang Li, Jinjian Wu, Weisheng Dong, Guangming Shi:
Dynamic Expert-Knowledge Ensemble for Generalizable Video Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 33(6): 2577-2589 (2023) - [c55]Xiangfei Sheng, Leida Li, Pengfei Chen, Jinjian Wu, Weisheng Dong, Yuzhe Yang, Liwu Xu, Yaqian Li, Guangming Shi:
AesCLIP: Multi-Attribute Contrastive Learning for Image Aesthetics Assessment. ACM Multimedia 2023: 1117-1126 - [c52]Wen Yang, Jinjian Wu, Leida Li, Weisheng Dong, Guangming Shi:
Event-based Motion Deblurring with Modality-Aware Decomposition and Recomposition. ACM Multimedia 2023: 8327-8335 - 2022
- [j131]Aobo Li, Jinjian Wu, Shiwei Tian, Leida Li, Weisheng Dong, Guangming Shi:
Blind image quality assessment based on progressive multi-task learning. Neurocomputing 500: 307-318 (2022) - [j126]Tao Huang, Weisheng Dong, Jinjian Wu, Leida Li, Xin Li, Guangming Shi:
Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization. IEEE Trans. Computational Imaging 8: 201-214 (2022) - [j125]Hancheng Zhu, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi:
Generalizable No-Reference Image Quality Assessment via Deep Meta-Learning. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1048-1060 (2022) - [j123]Yongxu Liu, Jinjian Wu, Leida Li, Weisheng Dong, Jinpeng Zhang, Guangming Shi:
Spatiotemporal Representation Learning for Blind Video Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 32(6): 3500-3513 (2022) - [j121]Leida Li, Tianshu Song, Jinjian Wu, Weisheng Dong, Jiansheng Qian, Guangming Shi:
Blind Image Quality Index for Authentic Distortions With Local and Global Deep Feature Aggregation. IEEE Trans. Circuits Syst. Video Technol. 32(12): 8512-8523 (2022) - [j118]Pengfei Chen, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi:
Contrastive Self-Supervised Pre-Training for Video Quality Assessment. IEEE Trans. Image Process. 31: 458-471 (2022) - [j117]Wen Yang, Jinjian Wu, Shiwei Tian, Leida Li, Weisheng Dong, Guangming Shi:
Fine-Grained Image Quality Caption With Hierarchical Semantics Degradation. IEEE Trans. Image Process. 31: 3578-3590 (2022) - [j114]Yongxu Liu, Jinjian Wu, Aobo Li, Leida Li, Weisheng Dong, Guangming Shi, Weisi Lin:
Video Quality Assessment With Serial Dependence Modeling. IEEE Trans. Multim. 24: 3754-3768 (2022) - [c50]Yufan Zhu, Weisheng Dong, Leida Li, Jinjian Wu, Xin Li, Guangming Shi:
Robust Depth Completion with Uncertainty-Driven Loss Functions. AAAI 2022: 3626-3634 - [c48]Zhenxuan Fang, Weisheng Dong, Xin Li, Jinjian Wu, Leida Li, Guangming Shi:
Uncertainty Learning in Kernel Estimation for Multi-stage Blind Image Super-Resolution. ECCV (18) 2022: 144-161 - [c47]Zhou Yang, Weisheng Dong, Xin Li, Jinjian Wu, Leida Li, Guangming Shi:
Self-feature Distillation with Uncertainty Modeling for Degraded Image Recognition. ECCV (24) 2022: 552-569 - [c43]Wen Yang, Jinjian Wu, Jupo Ma, Leida Li, Weisheng Dong, Guangming Shi:
Learning for Motion Deblurring with Hybrid Frames and Events. ACM Multimedia 2022: 1396-1404 - [c42]Huachen Fang, Jinjian Wu, Leida Li, Junhui Hou, Weisheng Dong, Guangming Shi:
AEDNet: Asynchronous Event Denoising with Spatial-Temporal Correlation among Irregular Data. ACM Multimedia 2022: 1427-1435 - 2021
- [j113]Lu Sun, Weisheng Dong, Xin Li, Jinjian Wu, Leida Li, Guangming Shi:
Deep Maximum a Posterior Estimator for Video Denoising. Int. J. Comput. Vis. 129(10): 2827-2845 (2021) - [j112]Jinjian Wu, Wen Yang, Leida Li, Weisheng Dong, Guangming Shi, Weisi Lin:
Blind image quality prediction with hierarchical feature aggregation. Inf. Sci. 552: 167-182 (2021) - [j111]Qian Ning, Weisheng Dong, Guangming Shi, Leida Li, Xin Li:
Accurate and Lightweight Image Super-Resolution With Model-Guided Deep Unfolding Network. IEEE J. Sel. Top. Signal Process. 15(2): 240-252 (2021) - [j107]Jupo Ma, Jinjian Wu, Leida Li, Weisheng Dong, Xuemei Xie, Guangming Shi, Weisi Lin:
Blind Image Quality Assessment With Active Inference. IEEE Trans. Image Process. 30: 3650-3663 (2021) - [j103]Jinjian Wu, Chuanwei Ma, Leida Li, Weisheng Dong, Guangming Shi:
Probabilistic Undirected Graph Based Denoising Method for Dynamic Vision Sensor. IEEE Trans. Multim. 23: 1148-1159 (2021) - [c38]Pengfei Chen, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi:
Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment. ICCV 2021: 5158-5167 - [c37]Jinjian Wu, Yongxu Liu, Leida Li, Weisheng Dong, Guangming Shi:
No-Reference Video Quality Assessment with Heterogeneous Knowledge Ensemble. ACM Multimedia 2021: 4174-4182 - [c36]Wen Yang, Jinjian Wu, Leida Li, Weisheng Dong, Guangming Shi:
Image Quality Caption with Attentive and Recurrent Semantic Attractor Network. ACM Multimedia 2021: 4501-4509 - [i11]Qian Ning, Weisheng Dong, Xin Li, Jinjian Wu, Leida Li, Guangming Shi:
Searching Efficient Model-guided Deep Network for Image Denoising. CoRR abs/2104.02525 (2021) - [i7]Yufan Zhu, Weisheng Dong, Leida Li, Jinjian Wu, Xin Li, Guangming Shi:
Robust Depth Completion with Uncertainty-Driven Loss Functions. CoRR abs/2112.07895 (2021) - 2020
- [c35]Hancheng Zhu, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi:
MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment. CVPR 2020: 14131-14140 - [c33]Jupo Ma, Jinjian Wu, Leida Li, Weisheng Dong, Xuemei Xie:
Active Inference of GAN for No-Reference Image Quality Assessment. ICME 2020: 1-6 - [i6]Hancheng Zhu, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi:
MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment. CoRR abs/2004.05508 (2020) - [i5]Qian Ning, Weisheng Dong, Guangming Shi, Leida Li, Xin Li:
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network. CoRR abs/2009.06254 (2020) - 2019
- [j87]Jinjian Wu, Man Zhang, Leida Li, Weisheng Dong, Guangming Shi, Weisi Lin:
No-reference image quality assessment with visual pattern degradation. Inf. Sci. 504: 487-500 (2019) - 2018
- [j60]Yu Zhou, Leida Li, Jinjian Wu, Ke Gu, Weisheng Dong, Guangming Shi:
Blind Quality Index for Multiply Distorted Images Using Biorder Structure Degradation and Nonlocal Statistics. IEEE Trans. Multim. 20(11): 3019-3032 (2018) - 2017
- [j46]Jinjian Wu, Leida Li, Weisheng Dong, Guangming Shi, Weisi Lin, C.-C. Jay Kuo:
Enhanced Just Noticeable Difference Model for Images With Pattern Complexity. IEEE Trans. Image Process. 26(6): 2682-2693 (2017)
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