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2020 – today
- 2025
- [j194]Meiqi Wei, Zongnan Lv, Deyu Meng, Shichun He, Guang Yang, Ziheng Wang:
Knock-knee diagnosis in Chinese adolescents: Expert evaluation and defensive strategies in image analysis - A population study. Comput. Biol. Medicine 185: 109513 (2025) - [j193]Jin Cao, Xiangyu Rui, Li Pang, Deyu Meng, Xiangyong Cao
:
LatentHSI: Restore hyperspectral images in a latent space. Inf. Fusion 117: 102848 (2025) - [j192]Yisi Luo
, Xile Zhao
, Deyu Meng
:
Revisiting Nonlocal Self-Similarity from Continuous Representation. IEEE Trans. Pattern Anal. Mach. Intell. 47(1): 450-468 (2025) - [j191]Yuntao Shou, Xiangyong Cao, Huan Liu, Deyu Meng:
Masked contrastive graph representation learning for age estimation. Pattern Recognit. 158: 110974 (2025) - [j190]Kaiyu Li
, Xiangyong Cao
, Yupeng Deng
, Jiayi Song, Junmin Liu
, Deyu Meng
, Zhi Wang
:
SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-Supervised Change Detector. IEEE Trans. Geosci. Remote. Sens. 63: 1-13 (2025) - 2024
- [j189]Deyu Meng
, Tshewang Phuntsho
, Tad Gonsalves
:
Enhancing Health Mention Classification Through Reexamining Misclassified Samples and Robust Fine-Tuning Pre-Trained Language Models. IEEE Access 12: 190445-190453 (2024) - [j188]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) - [j187]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) - [j186]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) - [j185]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) - [j184]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) - [j183]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) - [j182]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) - [j181]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) - [j180]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) - [j179]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) - [j178]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) - [j177]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) - [j176]Zibo Song
, Qian Zhao
, Deyu Meng
:
HQ-IRN: Quantizing High-Frequency Features for Image Rescaling. IEEE Signal Process. Lett. 31: 1985-1989 (2024) - [j175]Pengcheng Li
, Chenqiang Gao
, Fangcen Liu
, Deyu Meng
, Yan Yan:
THISNet: Tooth Instance Segmentation on 3D Dental Models via Highlighting Tooth Regions. IEEE Trans. Circuits Syst. Video Technol. 34(7): 5229-5241 (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) - [c108]Hui Lin, Zhiheng Ma, Xiaopeng Hong, Qinnan Shangguan, Deyu Meng:
Gramformer: Learning Crowd Counting via Graph-Modulated Transformer. AAAI 2024: 3395-3403 - [c107]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 - [c106]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 - [c105]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 - [c104]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 - [c103]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 - [c102]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 - [c101]Xixi Jia, Fangchen Feng, Deyu Meng, Defeng Sun:
Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing. NeurIPS 2024 - [i162]Yisi Luo, Xile Zhao, Deyu Meng:
Revisiting Nonlocal Self-Similarity from Continuous Representation. CoRR abs/2401.00708 (2024) - [i161]Hui Lin, Zhiheng Ma, Xiaopeng Hong, Qinnan Shangguan, Deyu Meng:
Gramformer: Learning Crowd Counting via Graph-Modulated Transformer. CoRR abs/2401.03870 (2024) - [i160]Fangcen Liu, Chenqiang Gao, Yaming Zhang, Junjie Guo, Jinhao Wang, Deyu Meng:
InfMAE: A Foundation Model in Infrared Modality. CoRR abs/2402.00407 (2024) - [i159]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) - [i158]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) - [i157]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) - [i156]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) - [i155]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) - [i154]Zhiqiang Pang, Hong Wang, Qi Xie, Deyu Meng, Zongben Xu:
TRG-Net: An Interpretable and Controllable Rain Generator. CoRR abs/2403.09993 (2024) - [i153]Datao Tang, Xiangyong Cao, Xingsong Hou, Zhongyuan Jiang, Deyu Meng:
CRS-Diff: Controllable Generative Remote Sensing Foundation Model. CoRR abs/2403.11614 (2024) - [i152]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) - [i151]Kaiyu Li, Xiangyong Cao, Yupeng Deng, Deyu Meng:
DiffMatch: Visual-Language Guidance Makes Better Semi-supervised Change Detector. CoRR abs/2405.04788 (2024) - [i150]Yisi Luo, Xile Zhao, Kai Ye, Deyu Meng:
NeurTV: Total Variation on the Neural Domain. CoRR abs/2405.17241 (2024) - [i149]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) - [i148]Minghao Zhou, Hong Wang, Yefeng Zheng, Deyu Meng:
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling. CoRR abs/2407.02283 (2024) - [i147]Xiangyu Rui, Xiangyong Cao, Yining Li, Deyu Meng:
Variational Zero-shot Multispectral Pansharpening. CoRR abs/2407.06633 (2024) - [i146]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) - [i145]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) - [i144]Junjie Guo, Chenqiang Gao, Fangcen Liu, Deyu Meng:
DPDETR: Decoupled Position Detection Transformer for Infrared-Visible Object Detection. CoRR abs/2408.06123 (2024) - [i143]Jin Cao, Yi Cao, Li Pang, Deyu Meng, Xiangyong Cao:
HAIR: Hypernetworks-based All-in-One Image Restoration. CoRR abs/2408.08091 (2024) - [i142]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) - [i141]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) - [i140]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) - [i139]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) - [i138]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) - [i137]Li Pang, Datao Tang, Shuang Xu, Deyu Meng, Xiangyong Cao:
HSIGene: A Foundation Model For Hyperspectral Image Generation. CoRR abs/2409.12470 (2024) - [i136]Di Wang, Shao-Bo Lin, Deyu Meng, Feilong Cao:
Component-based Sketching for Deep ReLU Nets. CoRR abs/2409.14174 (2024) - [i135]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) - [i134]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) - [i133]Yuntao Shou, Xiangyong Cao, Deyu Meng:
SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples. CoRR abs/2410.10365 (2024) - [i132]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) - [i131]Yuntao Shou, Peiqiang Yan, Xingjian Yuan, Xiangyong Cao, Qian Zhao, Deyu Meng:
Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction. CoRR abs/2411.14001 (2024) - [i130]Datao Tang, Xiangyong Cao, Xuan Wu, Jialin Li, Jing Yao, Xueru Bai, Deyu Meng:
AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation. CoRR abs/2411.15497 (2024) - [i129]Pan Yin, Kaiyu Li, Xiangyong Cao, Jing Yao, Lei Liu, Xueru Bai, Feng Zhou, Deyu Meng:
Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method. CoRR abs/2411.16733 (2024) - [i128]Shuang Xu, Zixiang Zhao, Haowen Bai, Chang Yu, Jiangjun Peng, Xiangyong Cao, Deyu Meng:
Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image. CoRR abs/2412.04201 (2024) - [i127]Jun-Jie Zhang, Jiahao Song, Xiu-Cheng Wang, Fu-Peng Li, Zehan Liu, Jian-Nan Chen, Haoning Dang, Shiyao Wang, Yiyan Zhang, Jianhui Xu, Chunxiang Shi, Fei Wang, Long-Gang Pang, Nan Cheng, Weiwei Zhang, Duo Zhang, Deyu Meng:
Is AI Robust Enough for Scientific Research? CoRR abs/2412.16234 (2024) - [i126]Yaming Zhang, Chenqiang Gao, Fangcen Liu, Junjie Guo, Lan Wang, Xinggan Peng, Deyu Meng:
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks. CoRR abs/2412.16654 (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]