Deyu Meng

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 381

Top Venues

CoRR

CVPR

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Image Process.

Publications

Haodong Wen, Bodong Du, Ruixun Liu, Deyu Meng, Xiangyong Cao
Rethinking the Graph Polynomial Filter via Positive and Negative Coupling Analysis. CoRR (2024)
Zhiqiang Pang, Hong Wang, Qi Xie, Deyu Meng, Zongben Xu
TRG-Net: An Interpretable and Controllable Rain Generator. CoRR (2024)
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 (2024)
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) (2024)
Yisi Luo, Xile Zhao, Kai Ye, Deyu Meng
NeurTV: Total Variation on the Neural Domain. CoRR (2024)
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 (2024)
Yongfei Li, Dongfang Yang, Shicheng Wang, Lin Shi, Deyu Meng
Geolocalization from Aerial Sensing Images Using Road Network Alignment. Remote. Sens. 16 (3) (2024)
Kaiyu Li, Xiangyong Cao, Deyu Meng
A New Learning Paradigm for Foundation Model-Based Remote-Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiangyu Rui, Xiangyong Cao, Li Pang, Zeyu Zhu, Zongsheng Yue, Deyu Meng
Unsupervised hyperspectral pansharpening via low-rank diffusion model. Inf. Fusion 107 (2024)
Zibo Song, Qian Zhao, Deyu Meng
HQ-IRN: Quantizing High-Frequency Features for Image Rescaling. IEEE Signal Process. Lett. 31 (2024)
Fangcen Liu, Chenqiang Gao, Yaming Zhang, Junjie Guo, Jinhao Wang, Deyu Meng
InfMAE: A Foundation Model in Infrared Modality. CoRR (2024)
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 (2024)
Li Pang, Xiangyu Rui, Long Cui, Hongzhong Wang, Deyu Meng, Xiangyong Cao
HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models. CoRR (2024)
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) (2024)
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) (2024)
Hui Lin, Zhiheng Ma, Xiaopeng Hong, Qinnan Shangguan, Deyu Meng
Gramformer: Learning Crowd Counting via Graph-Modulated Transformer. CoRR (2024)
Jiangtao Zhang, Zongsheng Yue, Hui Wang, Qian Zhao, Deyu Meng
Blind Image Deconvolution by Generative-based Kernel Prior and Initializer via Latent Encoding. CoRR (2024)
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xixi Jia, Hongying Zhang, Deyu Meng
Stable Local-Smooth Principal Component Pursuit. SIAM J. Imaging Sci. 17 (2) (2024)
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 (2024)
Yisi Luo, Xile Zhao, Deyu Meng
Revisiting Nonlocal Self-Similarity from Continuous Representation. CoRR (2024)
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) (2024)
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) (2024)
Jun-Jie Zhang, Deyu Meng
Quantum-Inspired Analysis of Neural Network Vulnerabilities: The Role of Conjugate Variables in System Attacks. CoRR (2024)
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 (2024)
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) (2024)
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)
Minghao Zhou, Hong Wang, Yefeng Zheng, Deyu Meng
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling. CoRR (2024)
Datao Tang, Xiangyong Cao, Xingsong Hou, Zhongyuan Jiang, Deyu Meng
CRS-Diff: Controllable Generative Remote Sensing Foundation Model. CoRR (2024)
Kaiyu Li, Xiangyong Cao, Yupeng Deng, Deyu Meng
DiffMatch: Visual-Language Guidance Makes Better Semi-supervised Change Detector. CoRR (2024)
Gaoxia Jiang, Jia Zhang, Xuefei Bai, Wenjian Wang, Deyu Meng
Which Is More Effective in Label Noise Cleaning, Correction or Filtering? AAAI (2024)
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 (2024)
Hui Lin, Zhiheng Ma, Xiaopeng Hong, Qinnan Shangguan, Deyu Meng
Gramformer: Learning Crowd Counting via Graph-Modulated Transformer. AAAI (2024)
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 (2024)
Xiangyu Rui, Xiangyong Cao, Yining Li, Deyu Meng
Variational Zero-shot Multispectral Pansharpening. CoRR (2024)
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) (2024)
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 (2024)
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)
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 (2023)
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 (2023)
Yecong Wan, Mingwen Shao, Yuanshuo Cheng, Deyu Meng, Wangmeng Zuo
Progressive convolutional transformer for image restoration. Eng. Appl. Artif. Intell. 125 (2023)
Jiangjun Peng, Yao Wang, Hongying 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) (2023)
Gang Yang, Xiangyong Cao, Wenzhe Xiao, Man Zhou, Aiping Liu, Xun chen, Deyu Meng
PanFlowNet: A Flow-Based Deep Network for Pan-sharpening. CoRR (2023)
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) (2023)
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 (2023)
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) (2023)
Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng
CBA: Improving Online Continual Learning via Continual Bias Adaptor. ICCV (2023)
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) (2023)
Zeyu Zhu, Xiangyong Cao, Man Zhou, Junhao Huang, Deyu Meng
Probability-based Global Cross-modal Upsampling for Pansharpening. CVPR (2023)
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 (2023)
Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Deyu Meng
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images. CoRR (2023)
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 (2023)
Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning. CoRR (2023)
Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration. CoRR (2023)
Qian Zhao, Hui Wang, Xuehu Zhu, Deyu Meng
Stein variational gradient descent with learned direction. Inf. Sci. 637 (2023)
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 (2023)
Huan Liu, Mingwen Shao, Yuanjian Qiao, Yecong Wan, Deyu Meng
Unpaired image super-resolution using a lightweight invertible neural network. Pattern Recognit. 144 (2023)
Yuntao Shou, Xiangyong Cao, Deyu Meng
Masked Contrastive Graph Representation Learning for Age Estimation. CoRR (2023)
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)
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 (2023)
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 (2023)
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 (2023)
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) (2023)
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 (2023)
Kaiyu Li, Xiangyong Cao, Deyu Meng
A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection. CoRR (2023)
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) (2023)
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) (2023)
Zhemin Li, Hongxia Wang, Deyu Meng
Regularize implicit neural representation by itself. CVPR (2023)
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 (2023)
Minghao Zhou, Hong Wang, Qian Zhao, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng
Interactive Segmentation as Gaussian Process Classification. CoRR (2023)
Minghao Zhou, Hong Wang, Qian Zhao, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng
Interactive Segmentation as Gaussian Process Classification. CVPR (2023)
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)
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 (2023)
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)
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) (2023)
Zilong Zhang, Zhibin Zhao, Deyu Meng, Xingwu Zhang, Xuefeng Chen
CA2: Class-Agnostic Adaptive Feature Adaptation for One-class Classification. CoRR (2023)
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 (2023)
Jun Shu, Deyu Meng, Zongben Xu
Learning an Explicit Hyper-parameter Prediction Function Conditioned on Tasks. J. Mach. Learn. Res. 24 (2023)
Xinling Liu, Jingyao Hou, Jiangjun Peng, Hailin Wang, Deyu Meng, Jianjun Wang
Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness. AAAI (2023)
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) (2023)
Kehui Ding, Jun Shu, Deyu Meng, Zongben Xu
Improve Noise Tolerance of Robust Loss via Noise-Awareness. CoRR (2023)
Shuang Xu, Yifan Wang, Zixiang Zhao, Jiangjun Peng, Xiangyong Cao, Deyu Meng
Neural Gradient Regularizer. CoRR (2023)
Zihong Sun, Qi Xie, Deyu Meng
FRS-Nets: Fourier Parameterized Rotation and Scale Equivariant Networks for Retinal Vessel Segmentation. CoRR (2023)
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)
Zhemin Li, Hongxia Wang, Deyu Meng
Regularize implicit neural representation by itself. CoRR (2023)
Junxiong Jia, Yanni Wu, Peijun Li, Deyu Meng
Variational Inverting Network for Statistical Inverse Problems of Partial Differential Equations. J. Mach. Learn. Res. 24 (2023)
Ye Deng, Siqi Hui, Sanping Zhou, Deyu Meng, Jinjun Wang
T-former: An Efficient Transformer for Image Inpainting. CoRR (2023)
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 (2023)
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 (2023)
Hailin Wang, Jiangjun Peng, Wenjin Qin, Jianjun Wang, Deyu Meng
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness. CoRR (2023)
Zeyu Zhu, Xiangyong Cao, Man Zhou, Junhao Huang, Deyu Meng
Probability-based Global Cross-modal Upsampling for Pansharpening. CoRR (2023)
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 (2023)
Ning Xu, Jun Shu, RenYi Zheng, Xin Geng, Deyu Meng, Min-Ling Zhang
Variational Label Enhancement. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
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)
Xiangyu Rui, Xiangyong Cao, Jun Shu, Qian Zhao, Deyu Meng
A Hyper-weight Network for Hyperspectral Image Denoising. CoRR (2023)
Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng
CBA: Improving Online Continual Learning via Continual Bias Adaptor. CoRR (2023)
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) (2023)
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)
Yifeng Xiao, Jiang Xue, Deyu Meng
Hashing-Based Distributed Clustering for Massive High-Dimensional Data. CoRR (2023)
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) (2023)
Renzhen Wang, Xixi Jia, Quanziang Wang, Yichen Wu, Deyu Meng
Imbalanced Semi-supervised Learning with Bias Adaptive Classifier. ICLR (2023)

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Publication Activity (10 Years)

Top Topics

Top Venues

Deyu Meng