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2020 – today
- 2025
- [j188]Yuntao Shou, Xiangyong Cao, Huan Liu, Deyu Meng:
Masked contrastive graph representation learning for age estimation. Pattern Recognit. 158: 110974 (2025) - 2024
- [j187]Deyu Meng, Shichun He, Meiqi Wei, Zongnan Lv, Hongzhi Guo, Guang Yang, Ziheng Wang:
Enhanced predicting genu valgum through integrated feature extraction: Utilizing ChatGPT with body landmarks. Biomed. Signal Process. Control. 97: 106676 (2024) - [j186]Shichun He, Meiqi Wei, Deyu Meng, Zongnan Lv, Hongzhi Guo, Guang Yang, Ziheng Wang:
Adversarially trained RTMpose: A high-performance, non-contact method for detecting Genu valgum in adolescents. Comput. Biol. Medicine 183: 109214 (2024) - [j185]Zhongchen Zhao, Huai Chen, Yu-Ping Wang, Deyu Meng, Xi Qi Gao, Qi Yu, Lisheng Wang:
Retinal disease diagnosis with unsupervised Grad-CAM guided contrastive learning. Neurocomputing 593: 127816 (2024) - [j184]Xiangyu Rui, Xiangyong Cao, Li Pang, Zeyu Zhu, Zongsheng Yue, Deyu Meng:
Unsupervised hyperspectral pansharpening via low-rank diffusion model. Inf. Fusion 107: 102325 (2024) - [j183]Qian Zhao, Yuji Lin, Fengxingyu Wang, Deyu Meng:
Adaptive weighting function for weighted nuclear norm based matrix/tensor completion. Int. J. Mach. Learn. Cybern. 15(2): 697-718 (2024) - [j182]Yisi Luo, Xile Zhao, Zhemin Li, Michael K. Ng, Deyu Meng:
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3351-3369 (2024) - [j181]Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu:
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 46(10): 6577-6593 (2024) - [j180]Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng, Kwan-Yee K. Wong:
Deep Variational Network Toward Blind Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 46(11): 7011-7026 (2024) - [j179]Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Deyu Meng:
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 8123-8138 (2024) - [j178]Yongfei Li, Dongfang Yang, Shicheng Wang, Lin Shi, Deyu Meng:
Geolocalization from Aerial Sensing Images Using Road Network Alignment. Remote. Sens. 16(3): 482 (2024) - [j177]Zina Li, Xiaorui Yang, Deyu Meng, Xiangyong Cao:
An Adaptive Noisy Label-Correction Method Based on Selective Loss for Hyperspectral Image-Classification Problem. Remote. Sens. 16(13): 2499 (2024) - [j176]Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xixi Jia, Hongying Zhang, Deyu Meng:
Stable Local-Smooth Principal Component Pursuit. SIAM J. Imaging Sci. 17(2): 1182-1205 (2024) - [j175]Zibo Song, Qian Zhao, Deyu Meng:
HQ-IRN: Quantizing High-Frequency Features for Image Rescaling. IEEE Signal Process. Lett. 31: 1985-1989 (2024) - [j174]Kaiyu Li, Xiangyong Cao, Deyu Meng:
A New Learning Paradigm for Foundation Model-Based Remote-Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j173]Jiangjun Peng, Hailin Wang, Xiangyong Cao, Qian Zhao, Jing Yao, Hongying Zhang, Deyu Meng:
Learnable Representative Coefficient Image Denoiser for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j172]Xiangyu Rui, Xiangyong Cao, Yining Li, Deyu Meng:
Variational Zero-Shot Multispectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j171]Datao Tang, Xiangyong Cao, Xingsong Hou, Zhongyuan Jiang, Junmin Liu, Deyu Meng:
CRS-Diff: Controllable Remote Sensing Image Generation With Diffusion Model. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j170]Shuang Xu, Jiangjun Peng, Teng-Yu Ji, Xiangyong Cao, Kai Sun, Rongrong Fei, Deyu Meng:
Stacked Tucker Decomposition With Multi-Nonlinear Products for Remote Sensing Imagery Inpainting. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j169]Hao Shu, Hailin Wang, Jiangjun Peng, Deyu Meng:
Low-Rank Tensor Completion With 3-D Spatiotemporal Transform for Traffic Data Imputation. IEEE Trans. Intell. Transp. Syst. 25(11): 18673-18687 (2024) - [j168]Hong Wang, Qi Xie, Dong Zeng, Jianhua Ma, Deyu Meng, Yefeng Zheng:
OSCNet: Orientation-Shared Convolutional Network for CT Metal Artifact Learning. IEEE Trans. Medical Imaging 43(1): 489-502 (2024) - [j167]Pengcheng Li, Chenqiang Gao, Chunfeng Lian, Deyu Meng:
Spatial Prior-Guided Bi-Directional Cross-Attention Transformers for Tooth Instance Segmentation. IEEE Trans. Medical Imaging 43(11): 3936-3948 (2024) - [j166]Quanziang Wang, Renzhen Wang, Yuexiang Li, Dong Wei, Hong Wang, Kai Ma, Yefeng Zheng, Deyu Meng:
Relational Experience Replay: Continual Learning by Adaptively Tuning Task-Wise Relationship. IEEE Trans. Multim. 26: 9683-9698 (2024) - [j165]Xixi Jia, Xiangchu Feng, Hongwei Yong, Deyu Meng:
Weight Decay With Tailored Adam on Scale-Invariant Weights for Better Generalization. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6936-6947 (2024) - [j164]Hong Wang, Qi Xie, Qian Zhao, Yuexiang Li, Yong Liang, Yefeng Zheng, Deyu Meng:
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8668-8682 (2024) - [j163]Xinyi Liu, Qi Xie, Qian Zhao, Hong Wang, Deyu Meng:
Low-Light Image Enhancement by Retinex-Based Algorithm Unrolling and Adjustment. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15758-15771 (2024) - [j162]Zhengyang Hu, Guanzhang Liu, Qi Xie, Jiang Xue, Deyu Meng, Deniz Gündüz:
A Learnable Optimization and Regularization Approach to Massive MIMO CSI Feedback. IEEE Trans. Wirel. Commun. 23(1): 104-116 (2024) - [c107]Hui Lin, Zhiheng Ma, Xiaopeng Hong, Qinnan Shangguan, Deyu Meng:
Gramformer: Learning Crowd Counting via Graph-Modulated Transformer. AAAI 2024: 3395-3403 - [c106]Gaoxia Jiang, Jia Zhang, Xuefei Bai, Wenjian Wang, Deyu Meng:
Which Is More Effective in Label Noise Cleaning, Correction or Filtering? AAAI 2024: 12866-12873 - [c105]Li Pang, Xiangyu Rui, Long Cui, Hongzhong Wang, Deyu Meng, Xiangyong Cao:
HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models. CVPR 2024: 3005-3014 - [c104]Jiangtao Zhang, Zongsheng Yue, Hui Wang, Qian Zhao, Deyu Meng:
Blind Image Deconvolution by Generative-Based Kernel Prior and Initializer via Latent Encoding. ECCV (46) 2024: 73-92 - [c103]Fangcen Liu, Chenqiang Gao, Yaming Zhang, Junjie Guo, Jinghao Wang, Deyu Meng:
InfMAE: A Foundation Model in the Infrared Modality. ECCV (18) 2024: 420-437 - [c102]Junjie Guo, Chenqiang Gao, Fangcen Liu, Deyu Meng, Xinbo Gao:
DAMSDet: Dynamic Adaptive Multispectral Detection Transformer with Competitive Query Selection and Adaptive Feature Fusion. ECCV (27) 2024: 464-481 - [c101]Yichen Wu, Long-Kai Huang, Renzhen Wang, Deyu Meng, Ying Wei:
Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction. ICLR 2024 - [i156]Yisi Luo, Xile Zhao, Deyu Meng:
Revisiting Nonlocal Self-Similarity from Continuous Representation. CoRR abs/2401.00708 (2024) - [i155]Hui Lin, Zhiheng Ma, Xiaopeng Hong, Qinnan Shangguan, Deyu Meng:
Gramformer: Learning Crowd Counting via Graph-Modulated Transformer. CoRR abs/2401.03870 (2024) - [i154]Fangcen Liu, Chenqiang Gao, Yaming Zhang, Junjie Guo, Jinhao Wang, Deyu Meng:
InfMAE: A Foundation Model in Infrared Modality. CoRR abs/2402.00407 (2024) - [i153]Jun-Jie Zhang, Deyu Meng:
Quantum-Inspired Analysis of Neural Network Vulnerabilities: The Role of Conjugate Variables in System Attacks. CoRR abs/2402.10983 (2024) - [i152]Hui Lin, Zhiheng Ma, Rongrong Ji, Yaowei Wang, Zhou Su, Xiaopeng Hong, Deyu Meng:
Semi-supervised Counting via Pixel-by-pixel Density Distribution Modelling. CoRR abs/2402.15297 (2024) - [i151]Li Pang, Xiangyu Rui, Long Cui, Hongzhong Wang, Deyu Meng, Xiangyong Cao:
HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models. CoRR abs/2402.15865 (2024) - [i150]Junjie Guo, Chenqiang Gao, Fangcen Liu, Deyu Meng, Xinbo Gao:
DAMSDet: Dynamic Adaptive Multispectral Detection Transformer with Competitive Query Selection and Adaptive Feature Fusion. CoRR abs/2403.00326 (2024) - [i149]Chenqiang Gao, Chuandong Liu, Jun Shu, Fangcen Liu, Jiang Liu, Luyu Yang, Xinbo Gao, Deyu Meng:
Are Dense Labels Always Necessary for 3D Object Detection from Point Cloud? CoRR abs/2403.02818 (2024) - [i148]Zhiqiang Pang, Hong Wang, Qi Xie, Deyu Meng, Zongben Xu:
TRG-Net: An Interpretable and Controllable Rain Generator. CoRR abs/2403.09993 (2024) - [i147]Datao Tang, Xiangyong Cao, Xingsong Hou, Zhongyuan Jiang, Deyu Meng:
CRS-Diff: Controllable Generative Remote Sensing Foundation Model. CoRR abs/2403.11614 (2024) - [i146]Haodong Wen, Bodong Du, Ruixun Liu, Deyu Meng, Xiangyong Cao:
Rethinking the Graph Polynomial Filter via Positive and Negative Coupling Analysis. CoRR abs/2404.10353 (2024) - [i145]Kaiyu Li, Xiangyong Cao, Yupeng Deng, Deyu Meng:
DiffMatch: Visual-Language Guidance Makes Better Semi-supervised Change Detector. CoRR abs/2405.04788 (2024) - [i144]Yisi Luo, Xile Zhao, Kai Ye, Deyu Meng:
NeurTV: Total Variation on the Neural Domain. CoRR abs/2405.17241 (2024) - [i143]Pengyu Jie, Wanquan Liu, Chenqiang Gao, Yihui Wen, Rui He, Pengcheng Li, Jintao Zhang, Deyu Meng:
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation. CoRR abs/2405.20044 (2024) - [i142]Minghao Zhou, Hong Wang, Yefeng Zheng, Deyu Meng:
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling. CoRR abs/2407.02283 (2024) - [i141]Xiangyu Rui, Xiangyong Cao, Yining Li, Deyu Meng:
Variational Zero-shot Multispectral Pansharpening. CoRR abs/2407.06633 (2024) - [i140]Jiangtao Zhang, Zongsheng Yue, Hui Wang, Qian Zhao, Deyu Meng:
Blind Image Deconvolution by Generative-based Kernel Prior and Initializer via Latent Encoding. CoRR abs/2407.14816 (2024) - [i139]Kaiyu Li, Jiawei Jiang, Andrea Codegoni, Chengxi Han, Yupeng Deng, Keyan Chen, Zhuo Zheng, Hao Chen, Zhengxia Zou, Zhenwei Shi, Sheng Fang, Deyu Meng, Zhi Wang, Xiangyong Cao:
Open-CD: A Comprehensive Toolbox for Change Detection. CoRR abs/2407.15317 (2024) - [i138]Junjie Guo, Chenqiang Gao, Fangcen Liu, Deyu Meng:
DPDETR: Decoupled Position Detection Transformer for Infrared-Visible Object Detection. CoRR abs/2408.06123 (2024) - [i137]Jin Cao, Yi Cao, Li Pang, Deyu Meng, Xiangyong Cao:
HAIR: Hypernetworks-based All-in-One Image Restoration. CoRR abs/2408.08091 (2024) - [i136]Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Minghao Zhou, Deyu Meng:
Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors from a Bi-level Optimization Perspective. CoRR abs/2408.13991 (2024) - [i135]Yuji Lin, Xianqiang Lyu, Junhui Hou, Qian Zhao, Deyu Meng:
Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method. CoRR abs/2408.17339 (2024) - [i134]Zhuolin Tan, Chenqiang Gao, Anyong Qin, Ruixin Chen, Tiecheng Song, Feng Yang, Deyu Meng:
Towards Student Actions in Classroom Scenes: New Dataset and Baseline. CoRR abs/2409.00926 (2024) - [i133]Fangcen Liu, Chenqiang Gao, Fang Chen, Pengcheng Li, Junjie Guo, Deyu Meng:
IVGF: The Fusion-Guided Infrared and Visible General Framework. CoRR abs/2409.00973 (2024) - [i132]Jun-Jie Zhang, Nan Cheng, Fu-Peng Li, Xiu-Cheng Wang, Jian-Nan Chen, Long-Gang Pang, Deyu Meng:
Symmetry Breaking in Neural Network Optimization: Insights from Input Dimension Expansion. CoRR abs/2409.06402 (2024) - [i131]Li Pang, Datao Tang, Shuang Xu, Deyu Meng, Xiangyong Cao:
HSIGene: A Foundation Model For Hyperspectral Image Generation. CoRR abs/2409.12470 (2024) - [i130]Di Wang, Shao-Bo Lin, Deyu Meng, Feilong Cao:
Component-based Sketching for Deep ReLU Nets. CoRR abs/2409.14174 (2024) - [i129]Kaiyu Li, Ruixun Liu, Xiangyong Cao, Deyu Meng, Zhi Wang:
SegEarth-OV: Towards Traning-Free Open-Vocabulary Segmentation for Remote Sensing Images. CoRR abs/2410.01768 (2024) - [i128]Jin Cao, Deyu Meng, Xiangyong Cao:
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers. CoRR abs/2410.08688 (2024) - [i127]Yuntao Shou, Xiangyong Cao, Deyu Meng:
SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples. CoRR abs/2410.10365 (2024) - [i126]Chaodong Xiao, Minghan Li, Zhengqiang Zhang, Deyu Meng, Lei Zhang:
Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion. CoRR abs/2410.15091 (2024) - 2023
- [j161]Fanding Xu, Zhiwei Yang, Lizhuo Wang, Deyu Meng, Jiangang Long:
MESPool: Molecular Edge Shrinkage Pooling for hierarchical molecular representation learning and property prediction. Briefings Bioinform. 25(1) (2023) - [j160]Zhengyang Hu, Jiang Xue, Feng Li, Qian Zhao, Deyu Meng, Zongben Xu:
Robust channel estimation based on the maximum entropy principle. Sci. China Inf. Sci. 66(12) (2023) - [j159]Yecong Wan, Mingwen Shao, Yuanshuo Cheng, Deyu Meng, Wangmeng Zuo:
Progressive convolutional transformer for image restoration. Eng. Appl. Artif. Intell. 125: 106755 (2023) - [j158]Qian Zhao, Hui Wang, Xuehu Zhu, Deyu Meng:
Stein variational gradient descent with learned direction. Inf. Sci. 637: 118975 (2023) - [j157]Jun Shu, Deyu Meng, Zongben Xu:
Learning an Explicit Hyper-parameter Prediction Function Conditioned on Tasks. J. Mach. Learn. Res. 24: 186:1-186:74 (2023) - [j156]Junxiong Jia, Yanni Wu, Peijun Li, Deyu Meng:
Variational Inverting Network for Statistical Inverse Problems of Partial Differential Equations. J. Mach. Learn. Res. 24: 201:1-201:60 (2023) - [j155]Mingwen Shao, Yuanjian Qiao, Deyu Meng, Wangmeng Zuo:
Uncertainty-guided hierarchical frequency domain Transformer for image restoration. Knowl. Based Syst. 263: 110306 (2023) - [j154]Zeyu Gao, Bangyang Hong, Yang Li, Xianli Zhang, Jialun Wu, Chunbao Wang, Xiangrong Zhang, Tieliang Gong, Yefeng Zheng, Deyu Meng, Chen Li:
A semi-supervised multi-task learning framework for cancer classification with weak annotation in whole-slide images. Medical Image Anal. 83: 102652 (2023) - [j153]Hong Wang, Yuexiang Li, Haimiao Zhang, Deyu Meng, Yefeng Zheng:
InDuDoNet+: A deep unfolding dual domain network for metal artifact reduction in CT images. Medical Image Anal. 85: 102729 (2023) - [j152]Guang Yang, Shichun He, Deyu Meng, Meiqi Wei, Jianwei Cao, Hongzhi Guo, He Ren, Ziheng Wang:
Body landmarks and genetic algorithm-based approach for non-contact detection of head forward posture among Chinese adolescents: revitalizing machine learning in medicine. BMC Medical Informatics Decis. Mak. 23(1): 179 (2023) - [j151]Haozhen Shen, Chao Wang, Liang-Jian Deng, Liangtian He, Xiaoping Lu, Mingwen Shao, Deyu Meng:
FDDN: frequency-guided network for single image dehazing. Neural Comput. Appl. 35(25): 18309-18324 (2023) - [j150]Jun Shu, Yanwen Zhu, Qian Zhao, Deyu Meng, Zongben Xu:
MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3505-3521 (2023) - [j149]Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng:
Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4537-4551 (2023) - [j148]Jiangjun Peng, Yao Wang, Hong-Ying Zhang, Jianjun Wang, Deyu Meng:
Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5766-5781 (2023) - [j147]Ning Xu, Jun Shu, RenYi Zheng, Xin Geng, Deyu Meng, Min-Ling Zhang:
Variational Label Enhancement. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 6537-6551 (2023) - [j146]Hailin Wang, Jiangjun Peng, Wenjin Qin, Jianjun Wang, Deyu Meng:
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 10990-11007 (2023) - [j145]Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu:
CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 11521-11539 (2023) - [j144]Huai Chen, Renzhen Wang, Xiuying Wang, Jieyu Li, Qu Fang, Hui Li, Jianhao Bai, Qing Peng, Deyu Meng, Lisheng Wang:
Unsupervised Local Discrimination for Medical Images. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15912-15929 (2023) - [j143]Huan Liu, Mingwen Shao, Yuanjian Qiao, Yecong Wan, Deyu Meng:
Unpaired image super-resolution using a lightweight invertible neural network. Pattern Recognit. 144: 109822 (2023) - [j142]Hailin Wang, Jiangjun Peng, Xiangyong Cao, Jianjun Wang, Qibin Zhao, Deyu Meng:
Hyperspectral Image Denoising via Nonlocal Spectral Sparse Subspace Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5189-5203 (2023) - [j141]Yuanshuo Cheng, Mingwen Shao, Yecong Wan, Yue-Xian Liu, Huan Liu, Deyu Meng:
Deep Fuzzy Clustering Transformer: Learning the General Property of Corruptions for Degradation-Agnostic Multitask Image Restoration. IEEE Trans. Fuzzy Syst. 31(12): 4501-4515 (2023) - [j140]Danfeng Hong, Jing Yao, Chenyu Li, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot:
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j139]Zitai Xu, Yi-Si Luo, Bangyu Wu, Deyu Meng:
S2S-WTV: Seismic Data Noise Attenuation Using Weighted Total Variation Regularized Self-Supervised Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j138]Zitai Xu, Yisi Luo, Bangyu Wu, Deyu Meng, Yangkang Chen:
Deep Nonlocal Regularizer: A Self-Supervised Learning Method for 3-D Seismic Denoising. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j137]Kaidong Wang, Xiuwu Liao, Jun Li, Deyu Meng, Yao Wang:
Hyperspectral Image Super-Resolution via Knowledge-Driven Deep Unrolling and Transformer Embedded Convolutional Recurrent Neural Network. IEEE Trans. Image Process. 32: 4581-4594 (2023) - [j136]Fangcen Liu, Chenqiang Gao, Fang Chen, Deyu Meng, Wangmeng Zuo, Xinbo Gao:
Infrared Small and Dim Target Detection With Transformer Under Complex Backgrounds. IEEE Trans. Image Process. 32: 5921-5932 (2023) - [j135]Shuyin Xia, Xinyu Bai, Guoyin Wang, Yunlong Cheng, Deyu Meng, Xinbo Gao, Yujia Zhai, Elisabeth Giem:
An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation. IEEE Trans. Knowl. Data Eng. 35(8): 7724-7735 (2023) - [j134]Yuchen Du, Lisheng Wang, Deyu Meng, Benzhi Chen, Chengyang An, Hao Liu, Weiping Liu, Yupeng Xu, Ying Fan, Dagan Feng, Xiuying Wang, Xun Xu:
Individualized Statistical Modeling of Lesions in Fundus Images for Anomaly Detection. IEEE Trans. Medical Imaging 42(4): 1185-1196 (2023) - [j133]Zeyu Gao, Anyu Mao, Kefei Wu, Yang Li, Liebin Zhao, Xianli Zhang, Jialun Wu, Lisha Yu, Chao Xing, Tieliang Gong, Yefeng Zheng, Deyu Meng, Min Zhou, Chen Li:
Childhood Leukemia Classification via Information Bottleneck Enhanced Hierarchical Multi-Instance Learning. IEEE Trans. Medical Imaging 42(8): 2348-2359 (2023) - [j132]Qian Zhao, Jun Shu, Xiang Yuan, Ziming Liu, Deyu Meng:
A Probabilistic Formulation for Meta-Weight-Net. IEEE Trans. Neural Networks Learn. Syst. 34(3): 1194-1208 (2023) - [j131]Zina Li, Yao Wang, Qian Zhao, Shijun Zhang, Deyu Meng:
A Tensor-Based Online RPCA Model for Compressive Background Subtraction. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10668-10682 (2023) - [c100]Xinling Liu, Jingyao Hou, Jiangjun Peng, Hailin Wang, Deyu Meng, Jianjun Wang:
Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness. AAAI 2023: 8879-8887 - [c99]Zhemin Li, Hongxia Wang, Deyu Meng:
Regularize implicit neural representation by itself. CVPR 2023: 10280-10288 - [c98]Zeyu Zhu, Xiangyong Cao, Man Zhou, Junhao Huang, Deyu Meng:
Probability-based Global Cross-modal Upsampling for Pansharpening. CVPR 2023: 14039-14048 - [c97]Minghao Zhou, Hong Wang, Qian Zhao, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng:
Interactive Segmentation as Gaussian Process Classification. CVPR 2023: 19488-19497 - [c96]Chuandong Liu, Chenqiang Gao, Fangcen Liu, Pengcheng Li, Deyu Meng, Xinbo Gao:
Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection. CVPR 2023: 23819-23828 - [c95]Zixiang Zhao, Haowen Bai, Yuanzhi Zhu, Jiangshe Zhang, Shuang Xu, Yulun Zhang, Kai Zhang, Deyu Meng, Radu Timofte, Luc Van Gool:
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion. ICCV 2023: 8048-8059 - [c94]Gang Yang, Xiangyong Cao, Wenzhe Xiao, Man Zhou, Aiping Liu, Xun Chen, Deyu Meng:
PanFlowNet: A Flow-Based Deep Network for Pan-sharpening. ICCV 2023: 16811-16821 - [c93]Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng:
CBA: Improving Online Continual Learning via Continual Bias Adaptor. ICCV 2023: 19036-19046 - [c92]Yongheng Sun, Fan Wang, Jun Shu, Haifeng Wang, Li Wang, Deyu Meng, Chunfeng Lian:
Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan. ICCV 2023: 21061-21071 - [c91]Renzhen Wang, Xixi Jia, Quanziang Wang, Yichen Wu, Deyu Meng:
Imbalanced Semi-supervised Learning with Bias Adaptive Classifier. ICLR 2023 - [c90]Chenyu Xue, Fan Wang, Yuanzhuo Zhu, Hui Li, Deyu Meng, Dinggang Shen, Chunfeng Lian:
NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants. MICCAI (2) 2023: 202-211 - [c89]Xixi Jia, Hailin Wang, Jiangjun Peng, Xiangchu Feng, Deyu Meng:
Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent. NeurIPS 2023 - [i125]Chenyu Xue, Fan Wang, Yuanzhuo Zhu, Hui Li, Deyu Meng, Dinggang Shen, Chunfeng Lian:
NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants. CoRR abs/2301.00815 (2023) - [i124]Xiangyu Rui, Xiangyong Cao, Jun Shu, Qian Zhao, Deyu Meng:
A Hyper-weight Network for Hyperspectral Image Denoising. CoRR abs/2301.06081 (2023) - [i123]Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Deyu Meng:
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images. CoRR abs/2301.06132 (2023) - [i122]Kehui Ding, Jun Shu, Deyu Meng, Zongben Xu:
Improve Noise Tolerance of Robust Loss via Noise-Awareness. CoRR abs/2301.07306 (2023) - [i121]Hailin Wang, Jiangjun Peng, Wenjin Qin, Jianjun Wang, Deyu Meng:
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness. CoRR abs/2302.02155 (2023) - [i120]Minghao Zhou, Hong Wang, Qian Zhao, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng:
Interactive Segmentation as Gaussian Process Classification. CoRR abs/2302.14578 (2023) - [i119]Zixiang Zhao, Haowen Bai, Yuanzhi Zhu, Jiangshe Zhang, Shuang Xu, Yulun Zhang, Kai Zhang, Deyu Meng, Radu Timofte, Luc Van Gool:
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion. CoRR abs/2303.06840 (2023) - [i118]Zeyu Zhu, Xiangyong Cao, Man Zhou, Junhao Huang, Deyu Meng:
Probability-based Global Cross-modal Upsampling for Pansharpening. CoRR abs/2303.13659 (2023) - [i117]Zhemin Li, Hongxia Wang, Deyu Meng:
Regularize implicit neural representation by itself. CoRR abs/2303.15484 (2023) - [i116]Man Zhou, Naishan Zheng, Jie Huang, Xiangyu Rui, Chunle Guo, Deyu Meng, Chongyi Li, Jinwei Gu:
Random Weights Networks Work as Loss Prior Constraint for Image Restoration. CoRR abs/2303.16438 (2023) - [i115]Chuandong Liu, Chenqiang Gao, Fangcen Liu, Pengcheng Li, Deyu Meng, Xinbo Gao:
Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection. CoRR abs/2304.01464 (2023) - [i114]Ye Deng, Siqi Hui, Sanping Zhou, Deyu Meng, Jinjun Wang:
T-former: An Efficient Transformer for Image Inpainting. CoRR abs/2305.07239 (2023) - [i113]Gang Yang, Xiangyong Cao, Wenzhe Xiao, Man Zhou, Aiping Liu, Xun Chen, Deyu Meng:
PanFlowNet: A Flow-Based Deep Network for Pan-sharpening. CoRR abs/2305.07774 (2023) - [i112]Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu:
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning. CoRR abs/2305.07892 (2023) - [i111]Yecong Wan, Ming-Wen Shao, Yuanshuo Cheng, Yue-Xian Liu, Zhi-Yuan Bao, Deyu Meng:
Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions in One Go. CoRR abs/2305.09996 (2023) - [i110]Xiangyu Rui, Xiangyong Cao, Zeyu Zhu, Zongsheng Yue, Deyu Meng:
Unsupervised Pansharpening via Low-rank Diffusion Model. CoRR abs/2305.10925 (2023) - [i109]Yifeng Xiao, Jiang Xue, Deyu Meng:
Hashing-Based Distributed Clustering for Massive High-Dimensional Data. CoRR abs/2306.17417 (2023) - [i108]Li Pang, Weizhen Gu, Xiangyong Cao, Xiangyu Rui, Jiangjun Peng, Shuang Xu, Gang Yang, Deyu Meng:
HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising. CoRR abs/2306.17797 (2023) - [i107]Yuntao Shou, Xiangyong Cao, Deyu Meng:
Masked Contrastive Graph Representation Learning for Age Estimation. CoRR abs/2306.17798 (2023) - [i106]Yuntao Shou, Xiangyong Cao, Deyu Meng, Bo Dong, Qinghua Zheng:
A Low-rank Matching Attention based Cross-modal Feature Fusion Method for Conversational Emotion Recognition. CoRR abs/2306.17799 (2023) - [i105]Yongheng Sun, Fan Wang, Jun Shu, Haifeng Wang, Li Wang, Deyu Meng, Chunfeng Lian:
Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan. CoRR abs/2308.06774 (2023) - [i104]Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng:
CBA: Improving Online Continual Learning via Continual Bias Adaptor. CoRR abs/2308.06925 (2023) - [i103]Shuang Xu, Yifan Wang, Zixiang Zhao, Jiangjun Peng, Xiangyong Cao, Deyu Meng:
Neural Gradient Regularizer. CoRR abs/2308.16612 (2023) - [i102]Zilong Zhang, Zhibin Zhao, Deyu Meng, Xingwu Zhang, Xuefeng Chen:
CA2: Class-Agnostic Adaptive Feature Adaptation for One-class Classification. CoRR abs/2309.01483 (2023) - [i101]Yuanshuo Cheng, Mingwen Shao, Yecong Wan, Lixu Zhang, Wangmeng Zuo, Deyu Meng:
Cross-Consistent Deep Unfolding Network for Adaptive All-In-One Video Restoration. CoRR abs/2309.01627 (2023) - [i100]Zihong Sun, Qi Xie, Deyu Meng:
FRS-Nets: Fourier Parameterized Rotation and Scale Equivariant Networks for Retinal Vessel Segmentation. CoRR abs/2309.15638 (2023) - [i99]Kaidong Wang, Yao Wang, Xiuwu Liao, Shaojie Tang, Can Yang, Deyu Meng:
Provable Tensor Completion with Graph Information. CoRR abs/2310.02543 (2023) - [i98]Kaiyu Li, Xiangyong Cao, Deyu Meng:
A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection. CoRR abs/2312.01163 (2023) - [i97]Xinyi Liu, Qian Zhao, Jie Liang, Hui Zeng, Deyu Meng, Lei Zhang:
Guided Image Restoration via Simultaneous Feature and Image Guided Fusion. CoRR abs/2312.08853 (2023) - [i96]Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu:
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration. CoRR abs/2312.15701 (2023) - 2022
- [j130]Hong Wang, Yichen Wu, Minghan Li, Qian Zhao, Deyu Meng:
Survey on rain removal from videos or a single image. Sci. China Inf. Sci. 65(1) (2022) - [j129]Xixi Jia, Deyu Meng, Xuande Zhang, Xiangchu Feng:
PDNet: Progressive denoising network via stochastic supervision on reaction-diffusion-advection equation. Inf. Sci. 610: 345-358 (2022) - [j128]Qian Zhao, Hui Wang, Zongsheng Yue, Deyu Meng:
A deep variational Bayesian framework for blind image deblurring. Knowl. Based Syst. 249: 109008 (2022) - [j127]Mingwen Shao, Chao Wang, Tianjun Wu, Deyu Meng, Jiancheng Luo:
Context-Based Multiscale Unified Network for Missing Data Reconstruction in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j126]Shuyin Xia, Daowan Peng, Deyu Meng, Changqing Zhang, Guoyin Wang, Elisabeth Giem, Wei Wei, Zizhong Chen:
Ball $k$k-Means: Fast Adaptive Clustering With No Bounds. IEEE Trans. Pattern Anal. Mach. Intell. 44(1): 87-99 (2022) - [j125]Yiyi Zhou, Rongrong Ji, Xiaoshuai Sun, Jinsong Su, Deyu Meng, Yue Gao, Chunhua Shen:
Plenty is Plague: Fine-Grained Learning for Visual Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 697-709 (2022) - [j124]Qi Xie, Minghao Zhou, Qian Zhao, Zongben Xu, Deyu Meng:
MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1457-1473 (2022) - [j123]Jingyao Hou, Feng Zhang, Haiquan Qiu, Jianjun Wang, Yao Wang, Deyu Meng:
Robust Low-Tubal-Rank Tensor Recovery From Binary Measurements. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 4355-4373 (2022) - [j122]Xin Luo, Hao Wu, Zhi Wang, Jianjun Wang, Deyu Meng:
A Novel Approach to Large-Scale Dynamically Weighted Directed Network Representation. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9756-9773 (2022) - [j121]Risheng Liu, Jiaxin Gao, Jin Zhang, Deyu Meng, Zhouchen Lin:
Investigating Bi-Level Optimization for Learning and Vision From a Unified Perspective: A Survey and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 10045-10067 (2022) - [j120]Junxiong Jia, Peijun Li, Deyu Meng:
Stein Variational Gradient Descent on Infinite-Dimensional Space and Applications to Statistical Inverse Problems. SIAM J. Numer. Anal. 60(4): 2225-2252 (2022) - [j119]Fang Chen, Chenqiang Gao, Fangcen Liu, Yue Zhao, Yuxi Zhou, Deyu Meng, Wangmeng Zuo:
Local Patch Network With Global Attention for Infrared Small Target Detection. IEEE Trans. Aerosp. Electron. Syst. 58(5): 3979-3991 (2022) - [j118]Chao Wang, Mingwen Shao, Deyu Meng, Wangmeng Zuo:
Dual-Pyramidal Image Inpainting With Dynamic Normalization. IEEE Trans. Circuits Syst. Video Technol. 32(9): 5975-5988 (2022) - [j117]Xiangyong Cao, Xueyang Fu, Danfeng Hong, Zongben Xu, Deyu Meng:
PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j116]Xiangyong Cao, Xueyang Fu, Chen Xu, Deyu Meng:
Deep Spatial-Spectral Global Reasoning Network for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j115]Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xinling Liu, Xiangyu Rui, Deyu Meng:
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j114]Mingwen Shao, Chao Wang, Wangmeng Zuo, Deyu Meng:
Efficient Pyramidal GAN for Versatile Missing Data Reconstruction in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j113]Shuang Xu, Xiangyong Cao, Jiangjun Peng, Qiao Ke, Cong Ma, Deyu Meng:
Hyperspectral Image Denoising by Asymmetric Noise Modeling. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j112]Jing Yao, Xiangyong Cao, Danfeng Hong, Xin Wu, Deyu Meng, Jocelyn Chanussot, Zongben Xu:
Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j111]Jing Yao, Danfeng Hong, Lin Xu, Deyu Meng, Jocelyn Chanussot, Zongben Xu:
Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j110]Yue Zhao, Lingming Zhang, Yang Liu, Deyu Meng, Zhiming Cui, Chenqiang Gao, Xinbo Gao, Chunfeng Lian, Dinggang Shen:
Two-Stream Graph Convolutional Network for Intra-Oral Scanner Image Segmentation. IEEE Trans. Medical Imaging 41(4): 826-835 (2022) - [j109]Hong Wang, Yuexiang Li, Nanjun He, Kai Ma, Deyu Meng, Yefeng Zheng:
DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images. IEEE Trans. Medical Imaging 41(4): 869-880 (2022) - [j108]Zeyu Gao, Chang Jia, Yang Li, Xianli Zhang, Bangyang Hong, Jialun Wu, Tieliang Gong, Chunbao Wang, Deyu Meng, Yefeng Zheng, Chen Li:
Unsupervised Representation Learning for Tissue Segmentation in Histopathological Images: From Global to Local Contrast. IEEE Trans. Medical Imaging 41(12): 3611-3623 (2022) - [j107]Xu Chen, Chenqiang Gao, Chaoyu Li, Yi Yang, Deyu Meng:
Infrared Action Detection in the Dark via Cross-Stream Attention Mechanism. IEEE Trans. Multim. 24: 288-300 (2022) - [j106]Sanping Zhou, Jinjun Wang, Jun Shu, Deyu Meng, Le Wang, Nanning Zheng:
Multinetwork Collaborative Feature Learning for Semisupervised Person Reidentification. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4826-4839 (2022) - [j105]Zhanyu Ma, Yuping Lai, Jiyang Xie, Deyu Meng, W. Bastiaan Kleijn, Jun Guo, Jingyi Yu:
Dirichlet Process Mixture of Generalized Inverted Dirichlet Distributions for Positive Vector Data With Extended Variational Inference. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6089-6102 (2022) - [j104]Heng Du, Yun Deng, Jiang Xue, Deyu Meng, Qian Zhao, Zongben Xu:
Robust Online CSI Estimation in a Complex Environment. IEEE Trans. Wirel. Commun. 21(10): 8322-8336 (2022) - [c88]Hu Zhang, Keke Zu, Jian Lu, Yuru Zou, Deyu Meng:
EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural Network. ACCV (3) 2022: 541-557 - [c87]Zongsheng Yue, Qian Zhao, Jianwen Xie, Lei Zhang, Deyu Meng, Kwan-Yee K. Wong:
Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel. CVPR 2022: 2118-2128 - [c86]Chuandong Liu, Chenqiang Gao, Fangcen Liu, Jiang Liu, Deyu Meng, Xinbo Gao:
SS3D: Sparsely-Supervised 3D Object Detection from Point Cloud. CVPR 2022: 8418-8427 - [c85]Yi-Si Luo, Xile Zhao, Deyu Meng, Tai-Xiang Jiang:
HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging. CVPR 2022: 19281-19290 - [c84]Jiahong Fu, Hong Wang, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu:
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution. ECCV (19) 2022: 235-253 - [c83]Haiquan Qiu, Yao Wang, Shaojie Tang, Deyu Meng, Quanming Yao:
Fast and Provable Nonconvex Tensor RPCA. ICML 2022: 18211-18249 - [c82]Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng:
Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction. IJCAI 2022: 1401-1407 - [c81]Hong Wang, Qi Xie, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng:
Orientation-Shared Convolution Representation for CT Metal Artifact Learning. MICCAI (6) 2022: 665-675 - [c80]Ye Deng, Siqi Hui, Sanping Zhou, Deyu Meng, Jinjun Wang:
T-former: An Efficient Transformer for Image Inpainting. ACM Multimedia 2022: 6559-6568 - [c79]Zhong-Cheng Wu, Ting-Zhu Huang, Liang-Jian Deng, Hong-Xia Dou, Deyu Meng:
Tensor Wheel Decomposition and Its Tensor Completion Application. NeurIPS 2022 - [c78]Man Zhou, Hu Yu, Jie Huang, Feng Zhao, Jinwei Gu, Chen Change Loy, Deyu Meng, Chongyi Li:
Deep Fourier Up-Sampling. NeurIPS 2022 - [i95]Shuyin Xia, Xinyu Bai, Guoyin Wang, Deyu Meng, Xinbo Gao, Zizhong Chen, Elisabeth Giem:
An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation. CoRR abs/2201.00436 (2022) - [i94]Junxiong Jia, Yanni Wu, Peijun Li, Deyu Meng:
Variational Inverting Network for Statistical Inverse Problems of Partial Differential Equations. CoRR abs/2201.00498 (2022) - [i93]Jiangjun Peng, Yao Wang, Hongying Zhang, Jianjun Wang, Deyu Meng:
Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices. CoRR abs/2201.12592 (2022) - [i92]Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu:
CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning. CoRR abs/2202.05613 (2022) - [i91]Xinyi Liu, Qi Xie, Qian Zhao, Hong Wang, Deyu Meng:
Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment. CoRR abs/2202.05972 (2022) - [i90]Minghao Zhou, Quanziang Wang, Jun Shu, Qian Zhao, Deyu Meng:
Diagnosing Batch Normalization in Class Incremental Learning. CoRR abs/2202.08025 (2022) - [i89]Yue Zhao, Lingming Zhang, Yang Liu, Deyu Meng, Zhiming Cui, Chenqiang Gao, Xinbo Gao, Chunfeng Lian, Dinggang Shen:
Two-Stream Graph Convolutional Network for Intra-oral Scanner Image Segmentation. CoRR abs/2204.08797 (2022) - [i88]Danfeng Hong, Jing Yao, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot:
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion. CoRR abs/2205.03742 (2022) - [i87]Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng:
Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction. CoRR abs/2205.07471 (2022) - [i86]Renzhen Wang, Xixi Jia, Quanziang Wang, Deyu Meng:
Learning to Adapt Classifier for Imbalanced Semi-supervised Learning. CoRR abs/2207.13856 (2022) - [i85]Jiahong Fu, Hong Wang, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu:
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution. CoRR abs/2209.10305 (2022) - [i84]Zhengyang Hu, Guanzhang Liu, Qi Xie, Jiang Xue, Deyu Meng, Deniz Gündüz:
A Learnable Optimization and Regularization Approach to Massive MIMO CSI Feedback. CoRR abs/2209.15340 (2022) - [i83]Man Zhou, Hu Yu, Jie Huang, Feng Zhao, Jinwei Gu, Chen Change Loy, Deyu Meng, Chongyi Li:
Deep Fourier Up-Sampling. CoRR abs/2210.05171 (2022) - [i82]Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xinlin Liu, Xiangyu Rui, Deyu Meng:
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation. CoRR abs/2211.01825 (2022) - [i81]Yi-Si Luo, Xile Zhao, Zhemin Li, Michael K. Ng, Deyu Meng:
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery. CoRR abs/2212.00262 (2022) - [i80]Hong Wang, Qi Xie, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng:
Orientation-Shared Convolution Representation for CT Metal Artifact Learning. CoRR abs/2212.13166 (2022) - [i79]Zitai Xu, Yisi Luo, Bangyu Wu, Deyu Meng:
S2S-WTV: Seismic Data Noise Attenuation Using Weighted Total Variation Regularized Self-Supervised Learning. CoRR abs/2212.13523 (2022) - 2021
- [j103]Mingwen Shao, Le Li, Hong Wang, Deyu Meng:
Selective generative adversarial network for raindrop removal from a single image. Neurocomputing 426: 265-273 (2021) - [j102]Mingwen Shao, Gaozhi Zhang, Wangmeng Zuo, Deyu Meng:
Target attack on biomedical image segmentation model based on multi-scale gradients. Inf. Sci. 554: 33-46 (2021) - [j101]Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Shijun Zhang, Deyu Meng:
Structural residual learning for single image rain removal. Knowl. Based Syst. 213: 106595 (2021) - [j100]Mingwen Shao, Youcai Zhang, Yuan Fan, Wangmeng Zuo, Deyu Meng:
IIT-GAT: Instance-level image transformation via unsupervised generative attention networks with disentangled representations. Knowl. Based Syst. 225: 107122 (2021) - [j99]Renzhen Wang, Shilei Cao, Kai Ma, Yefeng Zheng, Deyu Meng:
Pairwise learning for medical image segmentation. Medical Image Anal. 67: 101876 (2021) - [j98]Yuan Yao, Yee Leung, Tung Fung, Zhenfeng Shao, Jie Lu, Deyu Meng, Hanchi Ying, Yu Zhou:
Continuous Multi-Angle Remote Sensing and Its Application in Urban Land Cover Classification. Remote. Sens. 13(3): 413 (2021) - [j97]Yongfei Li, Shicheng Wang, Hao He, Deyu Meng, Dongfang Yang:
Fast Aerial Image Geolocalization Using the Projective-Invariant Contour Feature. Remote. Sens. 13(3): 490 (2021) - [j96]Junxiong Jia, Qian Zhao, Zongben Xu, Deyu Meng, Yee Leung:
Variational Bayes' Method for Functions with Applications to Some Inverse Problems. SIAM J. Sci. Comput. 43(1): A355-A383 (2021) - [j95]Mingwen Shao, Junhui Dai, Jiandong Kuang, Deyu Meng:
A dynamic CNN pruning method based on matrix similarity. Signal Image Video Process. 15(2): 381-389 (2021) - [j94]Tian-Hui Ma, Zongben Xu, Deyu Meng, Xi-Le Zhao:
Hyperspectral Image Restoration Combining Intrinsic Image Characterization With Robust Noise Modeling. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1628-1644 (2021) - [j93]Fangcen Liu, Chenqiang Gao, Yongqing Sun, Yue Zhao, Feng Yang, Anyong Qin, Deyu Meng:
Infrared and Visible Cross-Modal Image Retrieval Through Shared Features. IEEE Trans. Circuits Syst. Video Technol. 31(11): 4485-4496 (2021) - [j92]Jun Xu, Mengyang Yu, Ling Shao, Wangmeng Zuo, Deyu Meng, Lei Zhang, David Zhang:
Scaled Simplex Representation for Subspace Clustering. IEEE Trans. Cybern. 51(3): 1493-1505 (2021) - [j91]Kaidong Wang, Yao Wang, Qian Zhao, Deyu Meng, Xiuwu Liao, Zongben Xu:
SPLBoost: An Improved Robust Boosting Algorithm Based on Self-Paced Learning. IEEE Trans. Cybern. 51(3): 1556-1570 (2021) - [j90]Danfeng Hong, Jing Yao, Deyu Meng, Zongben Xu, Jocelyn Chanussot:
Multimodal GANs: Toward Crossmodal Hyperspectral-Multispectral Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 59(6): 5103-5113 (2021) - [j89]Minghan Li, Xiangyong Cao, Qian Zhao, Lei Zhang, Deyu Meng:
Online Rain/Snow Removal From Surveillance Videos. IEEE Trans. Image Process. 30: 2029-2044 (2021) - [j88]Ming-Wen Shao, Le Li, Deyu Meng, Wangmeng Zuo:
Uncertainty Guided Multi-Scale Attention Network for Raindrop Removal From a Single Image. IEEE Trans. Image Process. 30: 4828-4839 (2021) - [c77]Shuxin Wang, Shilei Cao, Dong Wei, Cong Xie, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng:
Alternative Baselines for Low-Shot 3D Medical Image Segmentation - An Atlas Perspective. AAAI 2021: 634-642 - [c76]Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng:
Learning to Purify Noisy Labels via Meta Soft Label Corrector. AAAI 2021: 10388-10396 - [c75]Zongsheng Yue, Jianwen Xie, Qian Zhao, Deyu Meng:
Semi-Supervised Video Deraining With Dynamical Rain Generator. CVPR 2021: 642-652 - [c74]Lingming Zhang, Yue Zhao, Deyu Meng, Zhiming Cui, Chenqiang Gao, Xinbo Gao, Chunfeng Lian, Dinggang Shen:
TSGCNet: Discriminative Geometric Feature Learning With Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation. CVPR 2021: 6699-6708 - [c73]Xiangyu Rui, Xiangyong Cao, Qi Xie, Zongsheng Yue, Qian Zhao, Deyu Meng:
Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise. CVPR 2021: 6739-6748 - [c72]Haiquan Qiu, Yao Wang, Deyu Meng:
Effective Snapshot Compressive-Spectral Imaging via Deep Denoising and Total Variation Priors. CVPR 2021: 9127-9136 - [c71]Hong Wang, Zongsheng Yue, Qi Xie, Qian Zhao, Yefeng Zheng, Deyu Meng:
From Rain Generation to Rain Removal. CVPR 2021: 14791-14801 - [c70]Huai Chen, Jieyu Li, Renzhen Wang, Yijie Huang, Fanrui Meng, Deyu Meng, Qing Peng, Lisheng Wang:
Unsupervised Learning of Local Discriminative Representation for Medical Images. IPMI 2021: 373-385 - [c69]Hong Wang, Yuexiang Li, Haimiao Zhang, Jiawei Chen, Kai Ma, Deyu Meng, Yefeng Zheng:
InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction. MICCAI (6) 2021: 107-118 - [c68]Zeyu Gao, Jiangbo Shi, Xianli Zhang, Yang Li, Haichuan Zhang, Jialun Wu, Chunbao Wang, Deyu Meng, Chen Li:
Nuclei Grading of Clear Cell Renal Cell Carcinoma in Histopathological Image by Composite High-Resolution Network. MICCAI (8) 2021: 132-142 - [c67]Zeyu Gao, Bangyang Hong, Xianli Zhang, Yang Li, Chang Jia, Jialun Wu, Chunbao Wang, Deyu Meng, Chen Li:
Instance-Based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image. MICCAI (8) 2021: 299-308 - [c66]Renzhen Wang, Yichen Wu, Huai Chen, Lisheng Wang, Deyu Meng:
Neighbor Matching for Semi-supervised Learning. MICCAI (2) 2021: 439-449 - [c65]Ye Deng, Siqi Hui, Sanping Zhou, Deyu Meng, Jinjun Wang:
Learning Contextual Transformer Network for Image Inpainting. ACM Multimedia 2021: 2529-2538 - [i78]Risheng Liu, Jiaxin Gao, Jin Zhang, Deyu Meng, Zhouchen Lin:
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond. CoRR abs/2101.11517 (2021) - [i77]Junxiong Jia, Deyu Meng:
Stein variational gradient descent on infinite-dimensional space and applications to statistical inverse problems. CoRR abs/2102.09741 (2021) - [i76]Zongsheng Yue, Jianwen Xie, Qian Zhao, Deyu Meng:
Semi-Supervised Video Deraining with Dynamical Rain Generator. CoRR abs/2103.07939 (2021) - [i75]Hu Zhang, Keke Zu, Jian Lu, Yuru Zou, Deyu Meng:
EPSANet: An Efficient Pyramid Split Attention Block on Convolutional Neural Network. CoRR abs/2105.14447 (2021) - [i74]Hui Wang, Zongsheng Yue, Qian Zhao, Deyu Meng:
A Deep Variational Bayesian Framework for Blind Image Deblurring. CoRR abs/2106.02884 (2021) - [i73]Zeyu Gao, Jiangbo Shi, Xianli Zhang, Yang Li, Haichuan Zhang, Jialun Wu, Chunbao Wang, Deyu Meng, Chen Li:
Nuclei Grading of Clear Cell Renal Cell Carcinoma in Histopathological Image by Composite High-Resolution Network. CoRR abs/2106.10641 (2021) - [i72]Zeyu Gao, Bangyang Hong, Xianli Zhang, Yang Li, Chang Jia, Jialun Wu, Chunbao Wang, Deyu Meng, Chen Li:
Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image. CoRR abs/2106.12265 (2021) - [i71]Quanziang Wang, Renzhen Wang, Yuexiang Li, Kai Ma, Yefeng Zheng, Deyu Meng:
Residual Moment Loss for Medical Image Segmentation. CoRR abs/2106.14178 (2021) - [i70]Zongsheng Yue, Qian Zhao, Jianwen Xie, Lei Zhang, Deyu Meng:
Unsupervised Single Image Super-resolution Under Complex Noise. CoRR abs/2107.00986 (2021) - [i69]Jun Shu, Deyu Meng, Zongben Xu:
Learning an Explicit Hyperparameter Prediction Policy Conditioned on Tasks. CoRR abs/2107.02378 (2021) - [i68]Hong Wang, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng:
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining. CoRR abs/2107.06808 (2021) - [i67]Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng:
Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions. CoRR abs/2107.14519 (2021) - [i66]Huai Chen, Renzhen Wang, Jieyu Li, Qing Peng, Deyu Meng, Lisheng Wang:
Unsupervised Local Discrimination for Medical Images. CoRR abs/2108.09440 (2021) - [i65]Fangcen Liu, Chenqiang Gao, Fang Chen, Deyu Meng, Wangmeng Zuo, Xinbo Gao:
Infrared Small-Dim Target Detection with Transformer under Complex Backgrounds. CoRR abs/2109.14379 (2021) - [i64]Renzhen Wang, De Cai, Kaiwen Xiao, Xixi Jia, Xiao Han, Deyu Meng:
Label Hierarchy Transition: Modeling Class Hierarchies to Enhance Deep Classifiers. CoRR abs/2112.02353 (2021) - [i63]Hong Wang, Yuexiang Li, Haimiao Zhang, Deyu Meng, Yefeng Zheng:
InDuDoNet+: A Model-Driven Interpretable Dual Domain Network for Metal Artifact Reduction in CT Images. CoRR abs/2112.12660 (2021) - [i62]Quanziang Wang, Yuexiang Li, Dong Wei, Renzhen Wang, Kai Ma, Yefeng Zheng, Deyu Meng:
Revisiting Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship. CoRR abs/2112.15402 (2021) - 2020
- [j87]Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng:
Color and direction-invariant nonlocal self-similarity prior and its application to color image denoising. Sci. China Inf. Sci. 63(12) (2020) - [j86]Deyu Meng, Guoen Wei, Pingjun Sun:
Analyzing the Characteristics and Causes of Location Spatial Agglomeration of Listed Companies: An Empirical Study of China's Yangtze River Economic Belt. Complex. 2020: 8859706:1-8859706:14 (2020) - [j85]Fan Ma, Deyu Meng, Xuanyi Dong, Yi Yang:
Self-paced Multi-view Co-training. J. Mach. Learn. Res. 21: 57:1-57:38 (2020) - [j84]Mingwen Shao, Wentao Zhang, Wangmeng Zuo, Deyu Meng:
Multi-scale generative adversarial inpainting network based on cross-layer attention transfer mechanism. Knowl. Based Syst. 196: 105778 (2020) - [j83]Yue Zhao, Pengcheng Li, Chenqiang Gao, Yang Liu, Qiaoyi Chen, Feng Yang, Deyu Meng:
TSASNet: Tooth segmentation on dental panoramic X-ray images by Two-Stage Attention Segmentation Network. Knowl. Based Syst. 206: 106338 (2020) - [j82]Hong Wang, Qi Xie, Yichen Wu, Qian Zhao, Deyu Meng:
Single image rain streaks removal: a review and an exploration. Int. J. Mach. Learn. Cybern. 11(4): 853-872 (2020) - [j81]Shiqi Liu, Jingxin Liu, Qian Zhao, Xiangyong Cao, Huibin Li, Deyu Meng, Hongying Meng, Sheng Liu:
Discovering influential factors in variational autoencoders. Pattern Recognit. 100: 107166 (2020) - [j80]Tian-Hui Ma, Zongben Xu, Deyu Meng:
Remote Sensing Image Denoising via Low-Rank Tensor Approximation and Robust Noise Modeling. Remote. Sens. 12(8): 1278 (2020) - [j79]Lin He, Jiawei Zhu, Jun Li, Deyu Meng, Jocelyn Chanussot, Antonio Plaza:
Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5898-5914 (2020) - [j78]Yuanke Zhang, Jiangjun Peng, Dong Zeng, Qi Xie, Sui Li, Zhaoying Bian, Yongbo Wang, Yong Zhang, Qian Zhao, Hao Zhang, Zhengrong Liang, Hongbing Lu, Deyu Meng, Jianhua Ma:
Contrast-Medium Anisotropy-Aware Tensor Total Variation Model for Robust Cerebral Perfusion CT Reconstruction With Low-Dose Scans. IEEE Trans. Computational Imaging 6: 1375-1388 (2020) - [j77]Xiangyong Cao, Jing Yao, Zongben Xu, Deyu Meng:
Hyperspectral Image Classification With Convolutional Neural Network and Active Learning. IEEE Trans. Geosci. Remote. Sens. 58(7): 4604-4616 (2020) - [j76]Kaidong Wang, Yao Wang, Xi-Le Zhao, Jonathan Cheung-Wai Chan, Zongben Xu, Deyu Meng:
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 58(11): 7654-7671 (2020) - [j75]Dongwei Ren, Wei Shang, Pengfei Zhu, Qinghua Hu, Deyu Meng, Wangmeng Zuo:
Single Image Deraining Using Bilateral Recurrent Network. IEEE Trans. Image Process. 29: 6852-6863 (2020) - [j74]Jiangjun Peng, Qi Xie, Qian Zhao, Yao Wang, Yee Leung, Deyu Meng:
Enhanced 3DTV Regularization and Its Applications on HSI Denoising and Compressed Sensing. IEEE Trans. Image Process. 29: 7889-7903 (2020) - [j73]Dong Zeng, Lisha Yao, Yongshuai Ge, Sui Li, Qi Xie, Hao Zhang, Zhaoying Bian, Qian Zhao, Yuanqing Li, Zongben Xu, Deyu Meng, Jianhua Ma:
Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction. IEEE Trans. Medical Imaging 39(9): 2831-2843 (2020) - [j72]Yi-Jie Huang, Weiping Liu, Xiuying Wang, Qu Fang, Renzhen Wang, Yi Wang, Huai Chen, Hao Chen, Deyu Meng, Lisheng Wang:
Rectifying Supporting Regions With Mixed and Active Supervision for Rib Fracture Recognition. IEEE Trans. Medical Imaging 39(12): 3843-3854 (2020) - [j71]Zongsheng Yue, Hongwei Yong, Deyu Meng, Qian Zhao, Yee Leung, Lei Zhang:
Robust Multiview Subspace Learning With Nonindependently and Nonidentically Distributed Complex Noise. IEEE Trans. Neural Networks Learn. Syst. 31(4): 1070-1083 (2020) - [j70]Qian Zhao, Xiangyu Rui, Zhi Han, Deyu Meng:
Multilinear Multitask Learning by Rank-Product Regularization. IEEE Trans. Neural Networks Learn. Syst. 31(4): 1336-1350 (2020) - [c64]Hong Wang, Qi Xie, Qian Zhao, Deyu Meng:
A Model-Driven Deep Neural Network for Single Image Rain Removal. CVPR 2020: 3100-3109 - [c63]Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng:
LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation. CVPR 2020: 9159-9168 - [c62]Zongsheng Yue, Qian Zhao, Lei Zhang, Deyu Meng:
Dual Adversarial Network: Toward Real-World Noise Removal and Noise Generation. ECCV (10) 2020: 41-58 - [c61]Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu:
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. ECCV (29) 2020: 208-224 - [c60]Hongwei Yong, Jianqiang Huang, Deyu Meng, Xian-Sheng Hua, Lei Zhang:
Momentum Batch Normalization for Deep Learning with Small Batch Size. ECCV (12) 2020: 224-240 - [c59]Zhengyang Hu, Jiang Xue, Deyu Meng, Qian Zhao, Zongben Xu:
MEP-Based Channel Estimation under Complex Communication Environment. ICC 2020: 1-5 - [c58]Huai Chen, Shaoli Song, Xiuying Wang, Renzhen Wang, Deyu Meng, Lisheng Wang:
LRTHR-Net: A Low-Resolution-to-High-Resolution Framework to Iteratively Refine the Segmentation of Thyroid Nodule in Ultrasound Images. MICCAI (Challenges) 2020: 116-121 - [i61]Jun Shu, Qian Zhao, Keyu Chen, Zongben Xu, Deyu Meng:
Learning Adaptive Loss for Robust Learning with Noisy Labels. CoRR abs/2002.06482 (2020) - [i60]Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng:
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation. CoRR abs/2003.07072 (2020) - [i59]Shuyin Xia, Daowan Peng, Deyu Meng, Changqing Zhang, Guoyin Wang, Zizhong Chen, Wei Wei:
Ball k-means. CoRR abs/2005.00784 (2020) - [i58]Hong Wang, Qi Xie, Qian Zhao, Deyu Meng:
A Model-driven Deep Neural Network for Single Image Rain Removal. CoRR abs/2005.01333 (2020) - [i57]Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng:
Structural Residual Learning for Single Image Rain Removal. CoRR abs/2005.09228 (2020) - [i56]Jun Shu, Qian Zhao, Zongben Xu, Deyu Meng:
Meta Transition Adaptation for Robust Deep Learning with Noisy Labels. CoRR abs/2006.05697 (2020) - [i55]Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu:
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. CoRR abs/2007.05230 (2020) - [i54]Zongsheng Yue, Qian Zhao, Lei Zhang, Deyu Meng:
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation. CoRR abs/2007.05946 (2020) - [i53]Jun Shu, Yanwen Zhu, Qian Zhao, Deyu Meng, Zongben Xu:
Meta-LR-Schedule-Net: Learned LR Schedules that Scale and Generalize. CoRR abs/2007.14546 (2020) - [i52]Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng:
Learning to Purify Noisy Labels via Meta Soft Label Corrector. CoRR abs/2008.00627 (2020) - [i51]Renzhen Wang, Kaiqin Hu, Yanwen Zhu, Jun Shu, Qian Zhao, Deyu Meng:
Meta Feature Modulator for Long-tailed Recognition. CoRR abs/2008.03428 (2020) - [i50]Hong Wang, Zongsheng Yue, Qi Xie, Qian Zhao, Deyu Meng:
From Rain Removal to Rain Generation. CoRR abs/2008.03580 (2020) - [i49]Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng:
Variational Image Restoration Network. CoRR abs/2008.10796 (2020) - [i48]Ziyi Yang, Jun Shu, Yong Liang, Deyu Meng, Zongben Xu:
Select-ProtoNet: Learning to Select for Few-Shot Disease Subtype Prediction. CoRR abs/2009.00792 (2020) - [i47]Huai Chen, Jieyu Li, Renzhen Wang, Yijie Huang, Fanrui Meng, Deyu Meng, Qing Peng, Lisheng Wang:
Unsupervised Learning of Local Discriminative Representation for Medical Images. CoRR abs/2012.09333 (2020) - [i46]Lingming Zhang, Yue Zhao, Deyu Meng, Zhiming Cui, Chenqiang Gao, Xinbo Gao, Chunfeng Lian, Dinggang Shen:
TSGCNet: Discriminative Geometric Feature Learning with Two-Stream GraphConvolutional Network for 3D Dental Model Segmentation. CoRR abs/2012.13697 (2020)
2010 – 2019
- 2019
- [j69]Hui Li, Jianyong Sun, Deyu Meng, Qinfu Zhang:
A Multiobjective Approach Based on Gaussian Mixture Clustering for Sparse Reconstruction. IEEE Access 7: 22684-22697 (2019) - [j68]Dingwen Zhang, Junwei Han, Long Zhao, Deyu Meng:
Leveraging Prior-Knowledge for Weakly Supervised Object Detection Under a Collaborative Self-Paced Curriculum Learning Framework. Int. J. Comput. Vis. 127(4): 363-380 (2019) - [j67]Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng:
Few-Example Object Detection with Model Communication. IEEE Trans. Pattern Anal. Mach. Intell. 41(7): 1641-1654 (2019) - [j66]Xiangyong Cao, Zongben Xu, Deyu Meng:
Spectral-Spatial Hyperspectral Image Classification via Robust Low-Rank Feature Extraction and Markov Random Field. Remote. Sens. 11(13): 1565 (2019) - [j65]Maoguo Gong, Hao Li, Deyu Meng, Qiguang Miao, Jia Liu:
Decomposition-Based Evolutionary Multiobjective Optimization to Self-Paced Learning. IEEE Trans. Evol. Comput. 23(2): 288-302 (2019) - [j64]Jing Yao, Deyu Meng, Qian Zhao, Wenfei Cao, Zongben Xu:
Nonconvex-Sparsity and Nonlocal-Smoothness-Based Blind Hyperspectral Unmixing. IEEE Trans. Image Process. 28(6): 2991-3006 (2019) - [j63]Sanping Zhou, Jinjun Wang, Deyu Meng, Yudong Liang, Yihong Gong, Nanning Zheng:
Discriminative Feature Learning With Foreground Attention for Person Re-Identification. IEEE Trans. Image Process. 28(9): 4671-4684 (2019) - [j62]Sui Li, Dong Zeng, Jiangjun Peng, Zhaoying Bian, Hao Zhang, Qi Xie, Yongbo Wang, Yuting Liao, Shanli Zhang, Jing Huang, Deyu Meng, Zongben Xu, Jianhua Ma:
An Efficient Iterative Cerebral Perfusion CT Reconstruction via Low-Rank Tensor Decomposition With Spatial-Temporal Total Variation Regularization. IEEE Trans. Medical Imaging 38(2): 360-370 (2019) - [j61]Renzhen Wang, Benzhi Chen, Deyu Meng, Lisheng Wang:
Weakly Supervised Lesion Detection From Fundus Images. IEEE Trans. Medical Imaging 38(6): 1501-1512 (2019) - [c57]Qi Xie, Minghao Zhou, Qian Zhao, Deyu Meng, Wangmeng Zuo, Zongben Xu:
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net. CVPR 2019: 1585-1594 - [c56]Abdelrahman Abdelhamed, Radu Timofte, Michael S. Brown, Songhyun Yu, Bumjun Park, Jechang Jeong, Seung-Won Jung, Dong-Wook Kim, Jae Ryun Chung, Jiaming Liu, Yuzhi Wang, Chi-Hao Wu, Qin Xu, Chuan Wang, Shaofan Cai, Yifan Ding, Haoqiang Fan, Jue Wang, Kai Zhang, Wangmeng Zuo, Magauiya Zhussip, Dongwon Park, Shakarim Soltanayev, Se Young Chun, Zhiwei Xiong, Chang Chen, Muhammad Haris, Kazutoshi Akita, Tomoki Yoshida, Greg Shakhnarovich, Norimichi Ukita, Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao, Sung-Jea Ko, Dong-Pan Lim, Seung-Wook Kim, Seo-Won Ji, Sang-Won Lee, Wenyi Tang, Yuchen Fan, Yuqian Zhou, Ding Liu, Thomas S. Huang, Deyu Meng, Lei Zhang, Hongwei Yong, Yiyun Zhao, Pengliang Tang, Yue Lu, Raimondo Schettini, Simone Bianco, Simone Zini, Chi Li, Yang Wang, Zhiguo Cao:
NTIRE 2019 Challenge on Real Image Denoising: Methods and Results. CVPR Workshops 2019: 2197-2210 - [c55]Wei Wei, Deyu Meng, Qian Zhao, Zongben Xu, Ying Wu:
Semi-Supervised Transfer Learning for Image Rain Removal. CVPR 2019: 3877-3886 - [c54]Dongwei Ren, Wangmeng Zuo, Qinghua Hu, Pengfei Zhu, Deyu Meng:
Progressive Image Deraining Networks: A Better and Simpler Baseline. CVPR 2019: 3937-3946 - [c53]Haipei Zhang, Jiang Xue, Deyu Meng, Qian Zhao, Zongben Xu:
Robust CSI Estimation Under Complex Communication Environment. ICC 2019: 1-6 - [c52]Renzhen Wang, Shilei Cao, Kai Ma, Deyu Meng, Yefeng Zheng:
Pairwise Semantic Segmentation via Conjugate Fully Convolutional Network. MICCAI (6) 2019: 157-165 - [c51]Zongsheng Yue, Hongwei Yong, Qian Zhao, Deyu Meng, Lei Zhang:
Variational Denoising Network: Toward Blind Noise Modeling and Removal. NeurIPS 2019: 1688-1699 - [c50]Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng:
Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting. NeurIPS 2019: 1917-1928 - [i45]Qi Xie, Minghao Zhou, Qian Zhao, Deyu Meng, Wangmeng Zuo, Zongben Xu:
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net. CoRR abs/1901.03281 (2019) - [i44]Dongwei Ren, Wangmeng Zuo, Qinghua Hu, Pengfei Zhu, Deyu Meng:
Progressive Image Deraining Networks: A Better and Simpler Baseline. CoRR abs/1901.09221 (2019) - [i43]Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng:
Push the Student to Learn Right: Progressive Gradient Correcting by Meta-learner on Corrupted Labels. CoRR abs/1902.07379 (2019) - [i42]Junxiong Jia, Qian Zhao, Zongben Xu, Deyu Meng:
Variational Bayes' method for functions with applications to some inverse problems. CoRR abs/1907.03889 (2019) - [i41]Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng:
Variational Denoising Network: Toward Blind Noise Modeling and Removal. CoRR abs/1908.11314 (2019) - [i40]Minghan Li, Xiangyong Cao, Qian Zhao, Lei Zhang, Chenqiang Gao, Deyu Meng:
Video Rain/Snow Removal by Transformed Online Multiscale Convolutional Sparse Coding. CoRR abs/1909.06148 (2019) - [i39]Hong Wang, Minghan Li, Yichen Wu, Qian Zhao, Deyu Meng:
A Survey on Rain Removal from Video and Single Image. CoRR abs/1909.08326 (2019) - 2018
- [j60]Shi-Qi Liu, Zilu Ma, Deyu Meng, Kaidong Wang, Yong Zhang:
Understanding self-paced learning under Concave Conjugacy Theory. Commun. Inf. Syst. 18(1): 1-35 (2018) - [j59]Jing Yao, Xiangyong Cao, Qian Zhao, Deyu Meng, Zongben Xu:
Robust subspace clustering via penalized mixture of Gaussians. Neurocomputing 278: 4-11 (2018) - [j58]Zilu Ma, Shiqi Liu, Deyu Meng, Yong Zhang, SioLong Lo, Zhi Han:
On Convergence Properties of Implicit Self-paced Objective. Inf. Sci. 462: 132-140 (2018) - [j57]Liang Lin, Keze Wang, Deyu Meng, Wangmeng Zuo, Lei Zhang:
Active Self-Paced Learning for Cost-Effective and Progressive Face Identification. IEEE Trans. Pattern Anal. Mach. Intell. 40(1): 7-19 (2018) - [j56]Hongwei Yong, Deyu Meng, Wangmeng Zuo, Lei Zhang:
Robust Online Matrix Factorization for Dynamic Background Subtraction. IEEE Trans. Pattern Anal. Mach. Intell. 40(7): 1726-1740 (2018) - [j55]Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu:
Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery. IEEE Trans. Pattern Anal. Mach. Intell. 40(8): 1888-1902 (2018) - [j54]Chenqiang Gao, Lan Wang, Yongxing Xiao, Qian Zhao, Deyu Meng:
Infrared small-dim target detection based on Markov random field guided noise modeling. Pattern Recognit. 76: 463-475 (2018) - [j53]Sanping Zhou, Jinjun Wang, Deyu Meng, Xiaomeng Xin, Yubing Li, Yihong Gong, Nanning Zheng:
Deep self-paced learning for person re-identification. Pattern Recognit. 76: 739-751 (2018) - [j52]Zongsheng Yue, Deyu Meng, Yongqing Sun, Qian Zhao:
Hyperspectral Image Restoration under Complex Multi-Band Noises. Remote. Sens. 10(10): 1631 (2018) - [j51]Yao Wang, Jiangjun Peng, Qian Zhao, Yee Leung, Xi-Le Zhao, Deyu Meng:
Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1227-1243 (2018) - [j50]