Guo-Sen Xie

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 84

Top Topics

Image Classification

Weakly Supervised

Feature Representations

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Multim.

Publications

Jianwu Li, Kaiyue Shi, Guo-Sen Xie, Xiaofeng Liu, Jian Zhang, Tianfei Zhou
Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-Training. AAAI (2024)
Xi Jiang, Sheng Liu, Xili Dai, Guosheng Hu, Xingguo Huang, Yazhou Yao, Guo-Sen Xie, Ling Shao
Deep Metric Learning Based on Meta-Mining Strategy With Semiglobal Information. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Shiming Chen, Ziming Hong, Guo-Sen Xie, Qinmu Peng, Xinge You, Weiping Ding, Ling Shao
GNDAN: Graph Navigated Dual Attention Network for Zero-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Jie Wen, Zheng Zhang, Yong Xu, Bob Zhang, Lunke Fei, Guo-Sen Xie
CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network. CoRR (2024)
Meiqi Cao, Rui Yan, Xiangbo Shu, Guangzhao Dai, Yazhou Yao, Guo-Sen Xie
AdaFPP: Adapt-Focused Bi-Propagating Prototype Learning for Panoramic Activity Recognition. CoRR (2024)
Yin Tang, Tao Chen, Xiruo Jiang, Yazhou Yao, Guo-Sen Xie, Heng Tao Shen
Holistic Prototype Attention Network for Few-Shot Video Object Segmentation. IEEE Trans. Circuits Syst. Video Technol. 34 (8) (2024)
Hongyu Qu, Rui Yan, Xiangbo Shu, Hailiang Gao, Peng Huang, Guo-Sen Xie
MVP-Shot: Multi-Velocity Progressive-Alignment Framework for Few-Shot Action Recognition. CoRR (2024)
Huan Xiong, Lei Huang, Wenston J. T. Zang, Xiantong Zhen, Guo-Sen Xie, Bin Gu, Le Song
On the Number of Linear Regions of Convolutional Neural Networks With Piecewise Linear Activations. IEEE Trans. Pattern Anal. Mach. Intell. 46 (7) (2024)
Binqian Xu, Xiangbo Shu, Rui Yan, Guo-Sen Xie, Yixiao Ge, Mike Zheng Shou
Attack is Good Augmentation: Towards Skeleton-Contrastive Representation Learning. CoRR (2023)
Keke Chen, Xiangbo Shu, Guo-Sen Xie, Rui Yan, Jinhui Tang
Foreground/Background-Masked Interaction Learning for Spatio-temporal Action Detection. ACM Multimedia (2023)
Zhenhuang Cai, Guo-Sen Xie, Xingguo Huang, Dan Huang, Yazhou Yao, Zhenmin Tang
Robust learning from noisy web data for fine-Grained recognition. Pattern Recognit. 134 (2023)
Meiqi Cao, Rui Yan, Xiangbo Shu, Jiachao Zhang, Jinpeng Wang, Guo-Sen Xie
MUP: Multi-granularity Unified Perception for Panoramic Activity Recognition. ACM Multimedia (2023)
Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation. IEEE Trans. Multim. 25 (2023)
Yin Tang, Tao Chen, Xiruo Jiang, Yazhou Yao, Guo-Sen Xie, Heng Tao Shen
Holistic Prototype Attention Network for Few-Shot VOS. CoRR (2023)
Xu-Yao Zhang, Guo-Sen Xie, Xiuli Li, Tao Mei, Cheng-Lin Liu
A Survey on Learning to Reject. Proc. IEEE 111 (2) (2023)
Fang Zhao, Zekun Li, Shaoli Huang, Junwu Weng, Tianfei Zhou, Guo-Sen Xie, Jue Wang, Ying Shan
Learning Anchor Transformations for 3D Garment Animation. CoRR (2023)
Shiming Chen, Peng Zhang, Guo-Sen Xie, Qinmu Peng, Zehong Cao, Wei Yuan, Xinge You
Kernelized Similarity Learning and Embedding for Dynamic Texture Synthesis. IEEE Trans. Syst. Man Cybern. Syst. 53 (2) (2023)
Qiang Zhai, Fan Yang, Xin Li, Guo-Sen Xie, Hong Cheng, Zicheng Liu
Co-Communication Graph Convolutional Network for Multi-View Crowd Counting. IEEE Trans. Multim. 25 (2023)
Guo-Sen Xie, Zheng Zhang, Huan Xiong, Ling Shao, Xuelong Li
Towards Zero-Shot Learning: A Brief Review and an Attention-Based Embedding Network. IEEE Trans. Circuits Syst. Video Technol. 33 (3) (2023)
Ting Guo, Jiye Liang, Guo-Sen Xie
Swap-Reconstruction Autoencoder for Compositional Zero-Shot Learning. ICME (2023)
Shiming Chen, Ziming Hong, Wenjin Hou, Guo-Sen Xie, Yibing Song, Jian Zhao, Xinge You, Shuicheng Yan, Ling Shao
TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Ting Guo, Jiye Liang, Guo-Sen Xie
Group-wise interactive region learning for zero-shot recognition. Inf. Sci. 642 (2023)
Fang Zhao, Zekun Li, Shaoli Huang, Junwu Weng, Tianfei Zhou, Guo-Sen Xie, Jue Wang, Ying Shan
Learning Anchor Transformations for 3D Garment Animation. CVPR (2023)
Guo-Sen Xie, Xu-Yao Zhang, Tian-Zhu Xiang, Fang Zhao, Zheng Zhang, Ling Shao, Xuelong Li
Leveraging Balanced Semantic Embedding for Generative Zero-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Guo-Sen Xie, Zheng Zhang, Guoshuai Liu, Fan Zhu, Li Liu, Ling Shao, Xuelong Li
Generalized Zero-Shot Learning With Multiple Graph Adaptive Generative Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (7) (2022)
Ziming Hong, Shiming Chen, Guo-Sen Xie, Wenhan Yang, Jian Zhao, Yuanjie Shao, Qinmu Peng, Xinge You
Semantic Compression Embedding for Generative Zero-Shot Learning. IJCAI (2022)
Tao Chen, Yazhou Yao, Lei Zhang, Qiong Wang, Guo-Sen Xie, Fumin Shen
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation. CoRR (2022)
Jie Liu, Yanqi Bao, Guo-Sen Xie, Huan Xiong, Jan-Jakob Sonke, Efstratios Gavves
Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation. CVPR (2022)
Chuanyi Zhang, Qiong Wang, Guo-Sen Xie, Qi Wu, Fumin Shen, Zhenmin Tang
Robust Learning From Noisy Web Images Via Data Purification for Fine-Grained Recognition. IEEE Trans. Multim. 24 (2022)
Tao Chen, Guo-Sen Xie, Yazhou Yao, Qiong Wang, Fumin Shen, Zhenmin Tang, Jian Zhang
Semantically Meaningful Class Prototype Learning for One-Shot Image Segmentation. IEEE Trans. Multim. 24 (2022)
Jie Liu, Yanqi Bao, Guo-Sen Xie, Huan Xiong, Jan-Jakob Sonke, Efstratios Gavves
Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation. CoRR (2022)
Feiyi Fang, Yazhou Yao, Tao Zhou, Guo-Sen Xie, Jianfeng Lu
Self-Supervised Multi-Modal Hybrid Fusion Network for Brain Tumor Segmentation. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Gensheng Pei, Fumin Shen, Yazhou Yao, Guo-Sen Xie, Zhenmin Tang, Jinhui Tang
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation. CoRR (2022)
Shiming Chen, Ziming Hong, Yang Liu, Guo-Sen Xie, Baigui Sun, Hao Li, Qinmu Peng, Ke Lu, Xinge You
TransZero: Attribute-Guided Transformer for Zero-Shot Learning. AAAI (2022)
Tao Chen, Shui-Hua Wang, Qiong Wang, Zheng Zhang, Guo-Sen Xie, Zhenmin Tang
Enhanced Feature Alignment for Unsupervised Domain Adaptation of Semantic Segmentation. IEEE Trans. Multim. 24 (2022)
Shiming Chen, Ziming Hong, Guo-Sen Xie, Wenhan Yang, Qinmu Peng, Kai Wang, Jian Zhao, Xinge You
MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning. CVPR (2022)
Gensheng Pei, Fumin Shen, Yazhou Yao, Guo-Sen Xie, Zhenmin Tang, Jinhui Tang
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation. ECCV (34) (2022)
Shiming Chen, Ziming Hong, Guo-Sen Xie, Wenhan Wang, Qinmu Peng, Kai Wang, Jian Zhao, Xinge You
MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning. CoRR (2022)
Ting Guo, Jianqing Liang, Jiye Liang, Guo-Sen Xie
Cross-modal propagation network for generalized zero-shot learning. Pattern Recognit. Lett. 159 (2022)
Yazhou Yao, Tao Chen, Guo-Sen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation. CoRR (2021)
Guo-Sen Xie, Jie Liu, Huan Xiong, Ling Shao
Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation. CVPR (2021)
Guo-Sen Xie, Huan Xiong, Jie Liu, Yazhou Yao, Ling Shao
Few-Shot Semantic Segmentation with Cyclic Memory Network. ICCV (2021)
Yazhou Yao, Tao Chen, Guo-Sen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation. CVPR (2021)
Shiming Chen, Guo-Sen Xie, Qinmu Peng, Yang Liu, Baigui Sun, Hao Li, Xinge You, Ling Shao
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning. CoRR (2021)
Tao Chen, Guo-Sen Xie, Yazhou Yao, Qiong Wang, Fumin Shen, Zhenmin Tang, Jian Zhang
Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation. CoRR (2021)
Shiming Chen, Ziming Hong, Yang Liu, Guo-Sen Xie, Baigui Sun, Hao Li, Qinmu Peng, Ke Lu, Xinge You
TransZero: Attribute-guided Transformer for Zero-Shot Learning. CoRR (2021)
Guo-Sen Xie, Xu-Yao Zhang, Yazhou Yao, Zheng Zhang, Fang Zhao, Ling Shao
VMAN: A Virtual Mainstay Alignment Network for Transductive Zero-Shot Learning. IEEE Trans. Image Process. 30 (2021)
Shiming Chen, Ziming Hong, Guo-Sen Xie, Jian Zhao, Hao Li, Xinge You, Shuicheng Yan, Ling Shao
TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning. CoRR (2021)
Shiming Chen, Guo-Sen Xie, Yang Liu, Qinmu Peng, Baigui Sun, Hao Li, Xinge You, Ling Shao
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning. NeurIPS (2021)
Tao Chen, Jian Zhang, Guo-Sen Xie, Yazhou Yao, Xiaoshui Huang, Zhenmin Tang
Classification Constrained Discriminator For Domain Adaptive Semantic Segmentation. ICME (2020)
Shaofei Zang, Yuhu Cheng, Xuesong Wang, Qiang Yu, Guo-Sen Xie
Cross Domain Mean Approximation for Unsupervised Domain Adaptation. IEEE Access 8 (2020)
Guo-Sen Xie, Zheng Zhang, Li Liu, Fan Zhu, Xu-Yao Zhang, Ling Shao, Xuelong Li
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Guo-Sen Xie, Li Liu, Fan Zhu, Fang Zhao, Zheng Zhang, Yazhou Yao, Jie Qin, Ling Shao
Region Graph Embedding Network for Zero-Shot Learning. ECCV (4) (2020)
Fang Zhao, Shengcai Liao, Guo-Sen Xie, Jian Zhao, Kaihao Zhang, Ling Shao
Unsupervised Domain Adaptation with Noise Resistible Mutual-Training for Person Re-identification. ECCV (11) (2020)
Yazhou Yao, Fumin Shen, Guo-Sen Xie, Li Liu, Fan Zhu, Jian Zhang, Heng Tao Shen
Exploiting Web Images for Multi-Output Classification: From Category to Subcategories. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Zheng Zhang, Qi Zhu, Guo-Sen Xie, Yi Chen, Zhengming Li, Shuihua Wang
Discriminative margin-sensitive autoencoder for collective multi-view disease analysis. Neural Networks 123 (2020)
Chuanyi Zhang, Yazhou Yao, Huafeng Liu, Guo-Sen Xie, Xiangbo Shu, Tianfei Zhou, Zheng Zhang, Fumin Shen, Zhenmin Tang
Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification. AAAI (2020)
Jie Wen, Zheng Zhang, Yong Xu, Bob Zhang, Lunke Fei, Guo-Sen Xie
CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network. IJCAI (2020)
Zheng Zhang, Zhihui Lai, Zi Huang, Wai Keung Wong, Guo-Sen Xie, Li Liu, Ling Shao
Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding. IEEE Trans. Image Process. 28 (10) (2019)
Xiao-Bo Jin, Guo-Sen Xie, Kaizhu Huang, Jianyu Miao, Qiufeng Wang
Beyond Attributes: High-Order Attribute Features for Zero-Shot Learning. ICCV Workshops (2019)
Chunlei Yang, Jiexin Pu, Yongsheng Dong, Guo-Sen Xie, Yanna Si, Zhonghua Liu
Scene classification-oriented saliency detection via the modularized prescription. Vis. Comput. 35 (4) (2019)
Guo-Sen Xie, Li Liu, Xiaobo Jin, Fan Zhu, Zheng Zhang, Jie Qin, Yazhou Yao, Ling Shao
Attentive Region Embedding Network for Zero-Shot Learning. CVPR (2019)
Zheng Zhang, Guo-Sen Xie, Yang Li, Sheng Li, Zi Huang
SADIH: Semantic-Aware DIscrete Hashing. AAAI (2019)
Zhonghua Liu, Guo-Sen Xie, Lin Zhang, Jiexin Pu
Fusion linear representation-based classification. Soft Comput. 23 (6) (2019)
Xiao-Bo Jin, Guo-Sen Xie, Kaizhu Huang, Heling Cao, Qiu-Feng Wang
Discriminant Zero-Shot Learning with Center Loss. Cogn. Comput. 11 (4) (2019)
Zheng Zhang, Guo-Sen Xie, Yang Li, Sheng Li, Zi Huang
SADIH: Semantic-Aware DIscrete Hashing. CoRR (2019)
Yongsheng Dong, Hongyan Zhang, Zhonghua Liu, Chunlei Yang, Guo-Sen Xie, Lintao Zheng, Lin Wang
Neutrosophic Set Transformation Matrix Factorization Based Active Contours for Color Texture Segmentation. IEEE Access 7 (2019)
Xiao-Bo Jin, Guang-Gang Geng, Guo-Sen Xie, Kaizhu Huang
Approximately optimizing NDCG using pair-wise loss. Inf. Sci. 453 (2018)
Xiao-Bo Jin, Guo-Sen Xie, Kaizhu Huang, Amir Hussain
Accelerating Infinite Ensemble of Clustering by Pivot Features. Cogn. Comput. 10 (6) (2018)
Xiangluo Wang, Chunlei Yang, Guo-Sen Xie, Zhonghua Liu
Image Thresholding Segmentation on Quantum State Space. Entropy 20 (10) (2018)
Chunlei Yang, Xiangluo Wang, Jiexin Pu, Guo-Sen Xie, Zhonghua Liu, Yongsheng Dong, Lingfei Liang
Hybrid of extended locality-constrained linear coding and manifold ranking for salient object detection. J. Vis. Commun. Image Represent. 56 (2018)
Guo-Sen Xie, Xiao-Bo Jin, Xu-Yao Zhang, Shaofei Zang, Chunlei Yang, Zhiheng Wang, Jiexin Pu
From Class-Specific to Class-Mixture: Cascaded Feature Representations via Restricted Boltzmann Machine Learning. IEEE Access 6 (2018)
Wenhan Yang, Jiashi Feng, Guo-Sen Xie, Jiaying Liu, Zongming Guo, Shuicheng Yan
Video super-resolution based on spatial-temporal recurrent residual networks. Comput. Vis. Image Underst. 168 (2018)
Xu-Yao Zhang, Guo-Sen Xie, Cheng-Lin Liu, Yoshua Bengio
End-to-End Online Writer Identification With Recurrent Neural Network. IEEE Trans. Hum. Mach. Syst. 47 (2) (2017)
Chunlei Yang, Jiexin Pu, Guo-Sen Xie, Yongsheng Dong, Zhonghua Liu
Extended Locality-Constrained Linear Self-Coding for Saliency Detection. IEEE Signal Process. Lett. 24 (10) (2017)
Zheng Zhang, Zhihui Lai, Yong Xu, Ling Shao, Jian Wu, Guo-Sen Xie
Discriminative Elastic-Net Regularized Linear Regression. IEEE Trans. Image Process. 26 (3) (2017)
Guo-Sen Xie, Xu-Yao Zhang, Shuicheng Yan, Cheng-Lin Liu
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. 27 (6) (2017)
Guo-Sen Xie, Xu-Yao Zhang, Wenhan Yang, Mingliang Xu, Shuicheng Yan, Cheng-Lin Liu
LG-CNN: From local parts to global discrimination for fine-grained recognition. Pattern Recognit. 71 (2017)
Guo-Sen Xie, Xiao-Bo Jin, Zheng Zhang, Zhonghua Liu, Xiaowei Xue, Jiexin Pu
Retargeted Multi-View Feature Learning With Separate and Shared Subspace Uncovering. IEEE Access 5 (2017)
Guo-Sen Xie, Xu-Yao Zhang, Shuicheng Yan, Cheng-Lin Liu
SDE: A Novel Selective, Discriminative and Equalizing Feature Representation for Visual Recognition. Int. J. Comput. Vis. 124 (2) (2017)
Xiangbo Shu, Liyan Zhang, Jinhui Tang, Guo-Sen Xie, Shuicheng Yan
Computational Face Reader. MMM (1) (2016)
Xiangbo Shu, Guo-Sen Xie, Zechao Li, Jinhui Tang
Age progression: Current technologies and applications. Neurocomputing 208 (2016)
Guo-Sen Xie, Xu-Yao Zhang, Shuicheng Yan, Cheng-Lin Liu
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation. CoRR (2016)
Guo-Sen Xie, Xu-Yao Zhang, Xiangbo Shu, Shuicheng Yan, Cheng-Lin Liu
Task-Driven Feature Pooling for Image Classification. ICCV (2015)
Guo-Sen Xie, Xu-Yao Zhang, Yan-Ming Zhang, Cheng-Lin Liu
Integrating supervised subspace criteria with restricted Boltzmann Machine for feature extraction. IJCNN (2014)
Guo-Sen Xie, Xu-Yao Zhang, Cheng-Lin Liu
Efficient Feature Coding Based on Auto-encoder Network for Image Classification. ACCV (1) (2014)