Jian Sun

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 63

Top Topics

Convolutional Neural Network

Compressive Sensing

Expression Recognition

Cardiac Mr Images

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Image Process.

Publications

Xiang Gu, Xi Yu, Yan Yang, Jian Sun, Zongben Xu
Adversarial Reweighting with ɑ-Power Maximization for Domain Adaptation. CoRR (2024)
Xiang Gu, Jian Sun, Zongben Xu
Adversarial data splitting for domain generalization. Sci. China Inf. Sci. 67 (5) (2024)
Zuzheng Kuang, Haixia Bi, Fan Li, Chen Xu, Jian Sun
Polarimetry-Inspired Contrastive Learning for Class-Imbalanced PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Runhua Li, Jiang Xue, Jian Sun, Symeon Chatzinotas
A Deep Learning Approach for Universal NPRACH Detection With Inter-Cell Interference. IEEE Trans. Commun. 72 (3) (2024)
Xiaole Tang, Xin Hu, Xiang Gu, Jian Sun
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration. CoRR (2024)
Runhua Li, Jian Sun, Jiang Xue, Christos Masouros
Scenario-Aware Learning Approaches to Adaptive Channel Estimation. IEEE Trans. Commun. 72 (2) (2024)
Xiang Gu, Jian Sun, Zongben Xu
Unsupervised and Semi-Supervised Robust Spherical Space Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Liwei Yang, Xiang Gu, Jian Sun
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning. AAAI (2023)
Jiazhen Wang, Yan Yang, Heran Yang, Chunfeng Lian, Zongben Xu, Jian Sun
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging. IEEE Trans. Computational Imaging 9 (2023)
Liwei Yang, Xiang Gu, Jian Sun
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning. CoRR (2023)
Anmei Zhang, Yunchao Ma, Jiangyu Liu, Jian Sun
Promoting Monocular Depth Estimation by Multi-Scale Residual Laplacian Pyramid Fusion. IEEE Signal Process. Lett. 30 (2023)
Xin Wei, Ruixuan Yu, Jian Sun
Learning View-Based Graph Convolutional Network for Multi-View 3D Shape Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Yucheng Yang, Xiang Gu, Jian Sun
Prototypical Partial Optimal Transport for Universal Domain Adaptation. AAAI (2023)
Yannan Pu, Jian Sun, Niansheng Tang, Zongben Xu
Deep expectation-maximization network for unsupervised image segmentation and clustering. Image Vis. Comput. 135 (2023)
Cuican Yu, Zihui Zhang, Huibin Li, Jian Sun, Zongben Xu
Meta-learning-based adversarial training for deep 3D face recognition on point clouds. Pattern Recognit. 134 (2023)
Xiaorong Li, Shipeng Wang, Jian Sun, Zongben Xu
Variational Data-Free Knowledge Distillation for Continual Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Cuican Yu, Guansong Lu, Yihan Zeng, Jian Sun, Xiaodan Liang, Huibin Li, Zongben Xu, Songcen Xu, Wei Zhang, Hang Xu
Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images. CoRR (2023)
Heran Yang, Jian Sun, Zongben Xu
Learning Unified Hyper-Network for Multi-Modal MR Image Synthesis and Tumor Segmentation With Missing Modalities. IEEE Trans. Medical Imaging 42 (12) (2023)
Shipeng Wang, Yan Yang, Jian Sun, Zongben Xu
Variational HyperAdam: A Meta-Learning Approach to Network Training. IEEE Trans. Pattern Anal. Mach. Intell. 44 (8) (2022)
Zechen Zhao, Heran Yang, Jian Sun
Modality-Adaptive Feature Interaction for Brain Tumor Segmentation with Missing Modalities. MICCAI (5) (2022)
Xin Wei, Xiang Gu, Jian Sun
Learning Generalizable Part-based Feature Representation for 3D Point Clouds. NeurIPS (2022)
Cuican Yu, Zihui Zhang, Huibin Li, Jian Sun, Zongben Xu
A distribution independence based method for 3D face shape decomposition. Comput. Vis. Image Underst. 210 (2021)
Heran Yang, Jian Sun, Liwei Yang, Zongben Xu
A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation. MICCAI (3) (2021)
Shipeng Wang, Xiaorong Li, Jian Sun, Zongben Xu
Training Networks in Null Space of Feature Covariance for Continual Learning. CoRR (2021)
Xin Wei, Yifei Gong, Fudong Wang, Xing Sun, Jian Sun
Learning Canonical View Representation for 3D Shape Recognition with Arbitrary Views. ICCV (2021)
Anmei Zhang, Jian Sun
Joint Depth and Defocus Estimation From a Single Image Using Physical Consistency. IEEE Trans. Image Process. 30 (2021)
Xiang Gu, Xi Yu, Yan Yang, Jian Sun, Zongben Xu
Adversarial Reweighting for Partial Domain Adaptation. NeurIPS (2021)
Heran Yang, Jian Sun, Liwei Yang, Zongben Xu
A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation. CoRR (2021)
Shipeng Wang, Xiaorong Li, Jian Sun, Zongben Xu
Training Networks in Null Space of Feature Covariance for Continual Learning. CVPR (2021)
Dong Yang, Jian Sun
A Model-Driven Deep Dehazing Approach by Learning Deep Priors. IEEE Access 9 (2021)
Yan Yang, Jian Sun, Huibin Li, Zongben Xu
ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing. IEEE Trans. Pattern Anal. Mach. Intell. 42 (3) (2020)
Benzhi Chen, Lisheng Wang, Xiuying Wang, Jian Sun, Yijie Huang, Dagan Feng, Zongben Xu
Abnormality detection in retinal image by individualized background learning. Pattern Recognit. 102 (2020)
Yan Yang, Na Wang, Heran Yang, Jian Sun, Zongben Xu
Model-Driven Deep Attention Network for Ultra-fast Compressive Sensing MRI Guided by Cross-contrast MR Image. MICCAI (2) (2020)
Thomas Eboli, Jian Sun, Jean Ponce
End-to-end Interpretable Learning of Non-blind Image Deblurring. CoRR (2020)
Ruixuan Yu, Jian Sun, Huibin Li
Second-Order Spectral Transform Block for 3D Shape Classification and Retrieval. IEEE Trans. Image Process. 29 (2020)
Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Jerry L. Prince, Zongben Xu
Unsupervised MR-to-CT Synthesis Using Structure-Constrained CycleGAN. IEEE Trans. Medical Imaging 39 (12) (2020)
Thomas Eboli, Alex Nowak-Vila, Jian Sun, Francis R. Bach, Jean Ponce, Alessandro Rudi
Structured and Localized Image Restoration. CoRR (2020)
Thomas Eboli, Jian Sun, Jean Ponce
End-to-end Interpretable Learning of Non-blind Image Deblurring. ECCV (17) (2020)
Xin Wei, Ruixuan Yu, Jian Sun
View-GCN: View-Based Graph Convolutional Network for 3D Shape Analysis. CVPR (2020)
Jian Sun, Zongben Xu
Neural Diffusion Distance for Image Segmentation. NeurIPS (2019)
Ji He, Yan Yang, Yongbo Wang, Dong Zeng, Zhaoying Bian, Hao Zhang, Jian Sun, Zongben Xu, Jianhua Ma
Optimizing a Parameterized Plug-and-Play ADMM for Iterative Low-Dose CT Reconstruction. IEEE Trans. Medical Imaging 38 (2) (2019)
Xin Wei, Ruixuan Yu, Jian Sun
HRGE-Net: Hierarchical Relational Graph Embedding Network for Multi-view 3D Shape Recognition. CoRR (2019)
Shipeng Wang, Jian Sun, Zongben Xu
HyperAdam: A Learnable Task-Adaptive Adam for Network Training. AAAI (2019)
Nan Meng, Yan Yang, Zongben Xu, Jian Sun
A Prior Learning Network for Joint Image and Sensitivity Estimation in Parallel MR Imaging. MICCAI (4) (2019)
Haixia Bi, Jian Sun, Zongben Xu
A Graph-Based Semisupervised Deep Learning Model for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (4) (2019)
Ruixuan Yu, Jian Sun, Huibin Li
Learning Spectral Transform Network on 3D Surface for Non-rigid Shape Analysis. ECCV Workshops (3) (2018)
Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Zongben Xu, Jerry L. Prince
Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN. CoRR (2018)
Heran Yang, Jian Sun, Huibin Li, Lisheng Wang, Zongben Xu
Neural multi-atlas label fusion: Application to cardiac MR images. Medical Image Anal. 49 (2018)
Huibin Li, Yibao Li, Ruixuan Yu, Jian Sun, Junseok Kim
gradient minimization. Comput. Vis. Image Underst. 169 (2018)
Benzhi Chen, Lisheng Wang, Jian Sun, Huai Chen, Yinghua Fu, Shouren Lan, Yijie Huang, Zongben Xu
Diverse lesion detection from retinal images by subspace learning over normal samples. Neurocomputing 297 (2018)
Ruixuan Yu, Jian Sun, Huibin Li
Learning Spectral Transform Network on 3D Surface for Non-rigid Shape Analysis. CoRR (2018)
Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Zongben Xu, Jerry L. Prince
Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN. DLMIA/ML-CDS@MICCAI (2018)
Dong Yang, Jian Sun
BM3D-Net: A Convolutional Neural Network for Transform-Domain Collaborative Filtering. IEEE Signal Process. Lett. 25 (1) (2018)
Shipeng Wang, Jian Sun, Zongben Xu
HyperAdam: A Learnable Task-Adaptive Adam for Network Training. CoRR (2018)
Xiaofan Wei, Huibin Li, Jian Sun, Liming Chen
Unsupervised Domain Adaptation with Regularized Optimal Transport for Multimodal 2D+3D Facial Expression Recognition. FG (2018)
Huibin Li, Jian Sun, Liming Chen
Location-sensitive sparse representation of deep normal patterns for expression-robust 3D face recognition. IJCB (2017)
Heran Yang, Jian Sun, Huibin Li, Lisheng Wang, Zongben Xu
Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images. CoRR (2017)
Haixia Bi, Jian Sun, Zongben Xu
Unsupervised PolSAR Image Classification Using Discriminative Clustering. IEEE Trans. Geosci. Remote. Sens. 55 (6) (2017)
Yan Yang, Jian Sun, Huibin Li, Zongben Xu
ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI. CoRR (2017)
Huibin Li, Jian Sun, Zongben Xu, Liming Chen
Multimodal 2D+3D Facial Expression Recognition With Deep Fusion Convolutional Neural Network. IEEE Trans. Multim. 19 (12) (2017)
Jian Sun, Jean Ponce
Learning Dictionary of Discriminative Part Detectors for Image Categorization and Cosegmentation. Int. J. Comput. Vis. 120 (2) (2016)
Heran Yang, Jian Sun, Huibin Li, Lisheng Wang, Zongben Xu
Deep Fusion Net for Multi-atlas Segmentation: Application to Cardiac MR Images. MICCAI (2) (2016)
Wenfei Cao, Yao Wang, Jian Sun, Deyu Meng, Can Yang, Andrzej Cichocki, Zongben Xu
Total Variation Regularized Tensor RPCA for Background Subtraction From Compressive Measurements. IEEE Trans. Image Process. 25 (9) (2016)
Jian Sun, Wenfei Cao, Zongben Xu, Jean Ponce
Learning a Convolutional Neural Network for Non-uniform Motion Blur Removal. CoRR (2015)
Wenfei Cao, Yao Wang, Jian Sun, Deyu Meng, Can Yang, Andrzej Cichocki, Zongben Xu
A Novel Tensor Robust PCA Approach for Background Subtraction from Compressive Measurements. CoRR (2015)
Jian Sun, Jian Sun, Zongben Xu
Color Image Denoising via Discriminatively Learned Iterative Shrinkage. IEEE Trans. Image Process. 24 (11) (2015)
Jian Sun, Wenfei Cao, Zongben Xu, Jean Ponce
Learning a convolutional neural network for non-uniform motion blur removal. CVPR (2015)
Huibin Li, Jian Sun, Dong Wang, Zongben Xu, Liming Chen
Deep Representation of Facial Geometric and Photometric Attributes for Automatic 3D Facial Expression Recognition. CoRR (2015)
Minsu Cho, Jian Sun, Olivier Duchenne, Jean Ponce
Finding Matches in a Haystack: A Max-Pooling Strategy for Graph Matching in the Presence of Outliers. CVPR (2014)
Wenfei Cao, Jian Sun, Zongben Xu
Fast image deconvolution using closed-form thresholding formulas of regularization. J. Vis. Commun. Image Represent. 24 (1) (2013)
Jian Sun, Marshall F. Tappen
Separable Markov Random Field Model and Its Applications in Low Level Vision. IEEE Trans. Image Process. 22 (1) (2013)
Florent Couzinie-Devy, Jian Sun, Karteek Alahari, Jean Ponce
Learning to Estimate and Remove Non-uniform Image Blur. CVPR (2013)
Jian Sun, Hongyan Zhu, Zongben Xu, Chongzhao Han
Poisson image fusion based on Markov random field fusion model. Inf. Fusion 14 (3) (2013)
Jian Sun, Jean Ponce
Learning Discriminative Part Detectors for Image Classification and Cosegmentation. ICCV (2013)
Jian Sun, Marshall F. Tappen
Learning non-local range Markov Random field for image restoration. CVPR (2011)
Jian Sun, Jian Sun, Zongben Xu, Heung-Yeung Shum
Gradient Profile Prior and Its Applications in Image Super-Resolution and Enhancement. IEEE Trans. Image Process. 20 (6) (2011)
Jian Sun, Zongben Xu
Scale selection for anisotropic diffusion filter by Markov random field model. Pattern Recognit. 43 (8) (2010)
Jian Sun, Jiejie Zhu, Marshall F. Tappen
Context-constrained hallucination for image super-resolution. CVPR (2010)
Zongben Xu, Jian Sun
Image Inpainting by Patch Propagation Using Patch Sparsity. IEEE Trans. Image Process. 19 (5) (2010)
Jian Sun, Zongben Xu, Heung-Yeung Shum
Image super-resolution using gradient profile prior. CVPR (2008)
Jian Sun, Jian Sun, Sing Bing Kang, Zongben Xu, Xiaoou Tang, Heung-Yeung Shum
Flash Cut: Foreground Extraction with Flash and No-flash Image Pairs. CVPR (2007)
Jian Sun, Zongben Xu
An Edge Preserving Regularization Model for Image Restoration Based on Hopfield Neural Network. ISNN (2) (2006)