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Yaxin Peng, Keni Yang, Fangrong Zhao, Chaomin Shen, Yangchun Zhang: A coarse-to-fine unsupervised domain adaptation method based on metric learning. J. Intell. Fuzzy Syst. 46(1): 3013-3027 (2024)
Wanying Wang, Yichen Zhu, Yirui Zhou, Chaomin Shen, Jian Tang, Zhiyuan Xu, Yaxin Peng, Yangchun Zhang: Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective. AAAI 2024: 15625-15633
Junjie Wen, Yichen Zhu, Minjie Zhu, Jinming Li, Zhiyuan Xu, Zhengping Che, Chaomin Shen, Yaxin Peng, Dong Liu, Feifei Feng, Jian Tang: Object-Centric Instruction Augmentation for Robotic Manipulation. CoRR abs/2401.02814 (2024)
Minjie Zhu, Yichen Zhu, Jinming Li, Junjie Wen, Zhiyuan Xu, Zhengping Che, Chaomin Shen, Yaxin Peng, Dong Liu, Feifei Feng, Jian Tang: Language-Conditioned Robotic Manipulation with Fast and Slow Thinking. CoRR abs/2401.04181 (2024)
Wanying Wang, Jinming Li, Yichen Zhu, Zhiyuan Xu, Zhengping Che, Yaxin Peng, Chaomin Shen, Dong Liu, Feifei Feng, Jian Tang: Visual Robotic Manipulation with Depth-Aware Pretraining. CoRR abs/2401.09038 (2024)
Minjie Zhu, Yichen Zhu, Xin Liu, Ning Liu, Zhiyuan Xu, Chaomin Shen, Yaxin Peng, Zhicai Ou, Feifei Feng, Jian Tang: Mipha: A Comprehensive Overhaul of Multimodal Assistant with Small Language Models. CoRR abs/2403.06199 (2024)
Yaomin Huang, Ning Liu, Zhengping Che, Zhiyuan Xu, Chaomin Shen, Yaxin Peng, Guixu Zhang, Xinmei Liu, Feifei Feng, Jian Tang: CP3: Channel Pruning Plug-in for Point-Based Networks. CVPR 2023: 5302-5312
Mingze Wei, Yaomin Huang, Zhiyuan Xu, Ning Liu, Zhengping Che, Xinyu Zhang, Chaomin Shen, Feifei Feng, Chun Shan, Jian Tang: CMG-Net: An End-to-End Contact-based Multi-Finger Dexterous Grasping Network. ICRA 2023: 9125-9131
Yaomin Huang, Ning Liu, Zhengping Che, Zhiyuan Xu, Chaomin Shen, Yaxin Peng, Guixu Zhang, Xinmei Liu, Feifei Feng, Jian Tang: CP3: Channel Pruning Plug-in for Point-based Networks. CoRR abs/2303.13097 (2023)
Mingze Wei, Yaomin Huang, Zhiyuan Xu, Ning Liu, Zhengping Che, Xinyu Zhang, Chaomin Shen, Feifei Feng, Chun Shan, Jian Tang: CMG-Net: An End-to-End Contact-Based Multi-Finger Dexterous Grasping Network. CoRR abs/2303.13182 (2023)
Wanying Wang, Yichen Zhu, Yirui Zhou, Chaomin Shen, Jian Tang, Zhiyuan Xu, Yaxin Peng, Yangchun Zhang: Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective. CoRR abs/2312.11214 (2023)
Xin Wang, Hui Ding, Guangwei Zhao, Yaxin Peng, Chaomin Shen: Scale robust point matching-Net: End-to-end scale point matching using Lie group. IET Comput. Vis. 16(7): 655-666 (2022)
Yaomin Huang, Xinmei Liu, Yichen Zhu, Zhiyuan Xu, Chaomin Shen, Zhengping Che, Guixu Zhang, Yaxin Peng, Feifei Feng, Jian Tang: Label-Guided Auxiliary Training Improves 3D Object Detector. ECCV (9) 2022: 684-700
Nian Wu, Jian Wang, Miaomiao Zhang, Guixu Zhang, Yaxin Peng, Chaomin Shen: Hybrid Atlas Building with Deep Registration Priors. ISBI 2022: 1-5
Yaomin Huang, Xinmei Liu, Yichen Zhu, Zhiyuan Xu, Chaomin Shen, Zhengping Che, Guixu Zhang, Yaxin Peng, Feifei Feng, Jian Tang: Label-Guided Auxiliary Training Improves 3D Object Detector. CoRR abs/2207.11753 (2022)
Xiaofeng Ding, Chaomin Shen, Zhengping Che, Tieyong Zeng, Yaxin Peng: SCARF: A Semantic Constrained Attention Refinement Network for Semantic Segmentation. ICCVW 2021: 3002-3011
Zejie Wang, Zhen Zhao, Zhao Jin, Zhengping Che, Jian Tang, Chaomin Shen, Yaxin Peng: Multi-Stage Fusion for Multi-Class 3D Lidar Detection. ICCVW 2021: 3113-3121
Zhiang Zu, Guixu Zhang, Yaxin Peng, Zhen Ye, Chaomin Shen: VAN: Voting and Attention Based Network for Unsupervised Medical Image Registration. PRICAI (1) 2021: 382-393
Nian Wu, Jian Wang, Miaomiao Zhang, Guixu Zhang, Yaxin Peng, Chaomin Shen: Hybrid Atlas Building with Deep Registration Priors. CoRR abs/2112.06406 (2021)
Xin Wang, Xiaohuang Zhu, Shihui Ying, Chaomin Shen: An Accelerated and Robust Partial Registration Algorithm for Point Clouds. IEEE Access 8: 156504-156518 (2020)
Xiaofeng Ding, Yaxin Peng, Chaomin Shen, Tieyong Zeng: CAB U-Net: An end-to-end category attention boosting algorithm for segmentation. Comput. Medical Imaging Graph. 84: 101764 (2020)
Siyan Zhou, Weiming Zhang, Chaomin Shen: Rate-distortion model for grayscale-invariance reversible data hiding. Signal Process. 172: 107562 (2020)
Yuxuan Wei, Qixuan Liu, Guixu Zhang, Yaxin Peng, Chaomin Shen: Label Smoothing Technique for Ordinal Classification in Cloud Assessment. IGARSS 2020: 2264-2267
Yihong Zhang, Jing Zhang, Yang Song, Chaomin Shen, Guang Yang: Gleason Score Prediction using Deep Learning in Tissue Microarray Image. CoRR abs/2005.04886 (2020)
Chenxiao Zhao, P. Thomas Fletcher, Mixue Yu, Yaxin Peng, Guixu Zhang, Chaomin Shen: The Adversarial Attack and Detection under the Fisher Information Metric. AAAI 2019: 5869-5876
Qixuan Liu, Jinsong Fan, Chaomin Shen, Yaxin Peng, Wei Peng: Deep Ordinal Classification for Automatic Cloud Assessment. IGARSS 2019: 9447-9450
Ying Li, Pei Zhang, Lin Cheng, Yaxin Peng, Chaomin Shen: Strict Subspace and Label-Space Structure for Domain Adaptation. KSEM (1) 2019: 301-313
Yaxin Peng, Naiwu Wen, Xiaohuang Zhu, Chaomin Shen: Partial Alignment of Data Sets Based on Fast Intrinsic Feature Match. KSEM (1) 2019: 363-367
Chaomin Shen, Yaxin Peng, Guixu Zhang, Jinsong Fan: Defending Against Adversarial Attacks by Suppressing the Largest Eigenvalue of Fisher Information Matrix. CoRR abs/1909.06137 (2019)
Lingfang Hu, Juan Hu, Zhen Ye, Chaomin Shen, Yaxin Peng: Performance Analysis for SVM Combining with Metric Learning. Neural Process. Lett. 48(3): 1373-1394 (2018)
Chaomin Shen, Mixue Yu, Chenxiao Zhao, Yaxin Peng, Guixu Zhang: Parallel Hashing Using Representative Points in Hyperoctants. CIKM 2018: 813-822
Chaomin Shen, Chenxiao Zhao, Mixue Yu, Yaxin Peng: Cloud Cover Assessment in Satellite Images Via Deep Ordinal Classification. IGARSS 2018: 3509-3512
Yaxin Peng, Lingfang Hu, Shihui Ying, Chaomin Shen: Global Nonlinear Metric Learning by Gluing Local Linear Metrics. SDM 2018: 423-431
Chenxiao Zhao, P. Thomas Fletcher, Mixue Yu, Yaxin Peng, Guixu Zhang, Chaomin Shen: The Adversarial Attack and Detection under the Fisher Information Metric. CoRR abs/1810.03806 (2018)
Hao Feng, Yaxin Peng, Guixu Zhang, Chaomin Shen: Joint distribution adaptation based TSK Fuzzy logic system for epileptic EEG signal identification. BIBM 2016: 340-345
Zheng Wang, Qingsong Yu, Chaomin Shen, Wenxin Hu: Feature Selection in Click-Through Rate Prediction Based on Gradient Boosting. IDEAL 2016: 134-142
Zedong Chen, Faming Fang, Yingying Xu, Chaomin Shen: A Second-Order Approach for Blind Motion Deblurring by Normalized l_1 Regularization. PCM (2) 2016: 296-305
Chunhong Liu, Faming Fang, Yingying Xu, Chaomin Shen: Single Image Super-Resolution Based on Nonlocal Sparse and Low-Rank Regularization. PRICAI 2016: 251-261
Xiaoliang Shi, Yingying Xu, Guixu Zhang, Chaomin Shen: Change Detection Using L 0 Smoothing and Superpixel Techniques. KSEM 2015: 600-611
Faming Fang, Guixu Zhang, Fang Li, Chaomin Shen: Framelet based pan-sharpening via a variational method. Neurocomputing 129: 362-377 (2014)
Chaomin Shen, Xiaoliang Shi, Yingying Xu, Yaxin Peng: Spectral unmixing using Lasso screening rules. IGARSS 2014: 3678-3681
Lifen Ding, Yaxin Peng, Chaomin Shen, Zhiyu Hu: Affine registration for multidimensional point sets under the framework of Lie group. J. Electronic Imaging 22(1): 013022 (2013)
Faming Fang, Fang Li, Chaomin Shen, Guixu Zhang: A Variational Approach for Pan-Sharpening. IEEE Trans. Image Process. 22(7): 2822-2834 (2013)
Changyuan Wu, Chaomin Shen: Spectral unmixing using sparse and smooth nonnegative matrix factorization. Geoinformatics 2013: 1-5
Fang Li, Chaomin Shen, Ruihua Liu, Jinsong Fan: A fast implementation algorithm of TV inpainting model based on operator splitting method. Comput. Electr. Eng. 37(5): 782-788 (2011)
Yaxin Peng, Chaomin Shen, Lijia Wang, Guixu Zhang: A novel classification method based on membership function. Medical Imaging: Image Processing 2011: 79623L
Fang Li, Chaomin Shen, Chunming Li: Multiphase Soft Segmentation with Total Variation and H1 Regularization. J. Math. Imaging Vis. 37(2): 98-111 (2010)
Fang Li, Michael K. Ng, Chaomin Shen: Multiplicative Noise Removal with Spatially Varying Regularization Parameters. SIAM J. Imaging Sci. 3(1): 1-20 (2010)
Yaxin Peng, Ling Pi, Chaomin Shen: A semi-automatic method for burn scar delineation using a modified Chan-Vese model. Comput. Geosci. 35(2): 183-190 (2009)
Fang Li, Chaomin Shen, Chunli Shen, Guixu Zhang: Variational denoising of partly textured images. J. Vis. Commun. Image Represent. 20(4): 293-300 (2009)
Ling Pi, Chaomin Shen, Fang Li, Jinsong Fan: A variational formulation for segmenting desired objects in color images. Image Vis. Comput. 25(9): 1414-1421 (2007)
Ling Pi, Jinsong Fan, Chaomin Shen: Color Image Segmentation for Objects of Interest with Modified Geodesic Active Contour Method. J. Math. Imaging Vis. 27(1): 51-57 (2007)
Fang Li, Chaomin Shen, Jingsong Fan, Chunli Shen: Image restoration combining a total variational filter and a fourth-order filter. J. Vis. Commun. Image Represent. 18(4): 322-330 (2007)
Chaomin Shen, Yaxin Peng, Ling Pi, Zhibin Li: Variational-based speckle noise removal of SAR imagery. IGARSS 2007: 532-535
Fang Li, Chaomin Shen, Ling Pi: A New Diffusion-Based Variational Model for Image Denoising and Segmentation. J. Math. Imaging Vis. 26(1-2): 115-125 (2006)
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