Hao Shen

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 25

Top Topics

Dictionary Learning

Robust Object Tracking

Image Representation

Low Dimensional

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Image Process.

Publications

Stefan Matthes, Zhiwei Han, Hao Shen
Towards a Unified Framework of Contrastive Learning for Disentangled Representations. NeurIPS (2023)
Stefan Matthes, Zhiwei Han, Hao Shen
Towards a Unified Framework of Contrastive Learning for Disentangled Representations. CoRR (2023)
Adrien Wantiez, Tianming Qiu, Stefan Matthes, Hao Shen
Scene Understanding for Autonomous Driving Using Visual Question Answering. IJCNN (2023)
Jianzhang Zheng, Hao Shen, Jian Yang, Xuan Tang, Mingsong Chen, Hui Yu, Jielong Guo, Xian Wei
Autoencoders with Intrinsic Dimension Constraints for Learning Low Dimensional Image Representations. CoRR (2023)
Hai Lan, Xihao Wang, Hao Shen, Peidong Liang, Xian Wei
Couplformer: Rethinking Vision Transformer with Coupling Attention. WACV (2023)
Ming Gui, Tianming Qiu, Fridolin Bauer, Hao Shen
Laplace Approximation for Real-Time Uncertainty Estimation in Object Detection. ITSC (2022)
Tianming Qiu, Ming Gui, Cheng Yan, Ziqing Zhao, Hao Shen
SVIT: Hybrid Vision Transformer Models with Scattering Transform. MLSP (2022)
Yong Wang, Xian Wei, Xuan Tang, Hao Shen, Huanlong Zhang
Adaptive Fusion CNN Features for RGBT Object Tracking. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Xihao Wang, Hao Shen, Hui Yu, Jielong Guo, Xian Wei
Hand and Arm Gesture-based Human-Robot Interaction: A Review. CoRR (2022)
Muhammad Umer Anwaar, Zhiwei Han, Shyam Arumugaswamy, Rayyan Ahmad Khan, Thomas Weber, Tianming Qiu, Hao Shen, Yuanting Liu, Martin Kleinsteuber
On Leveraging the Metapath and Entity Aware Subgraphs for Recommendation. MCFR@MM (2022)
Jianzhang Zheng, Fan Yang, Hao Shen, Xuan Tang, Mingsong Chen, Liang Song, Xian Wei
Learning from Attacks: Attacking Variational Autoencoder for Improving Image Classification. CoRR (2022)
Xihao Wang, Hao Shen, Hui Yu, Jielong Guo, Xian Wei
Hand and Arm Gesture-based Human-Robot Interaction: A Review. ICACS (2022)
Jianzhang Zheng, Xuan Tang, Xian Wei, Hao Shen, Lijun Zhao
Channel Assignment for Hybrid NOMA Systems With Deep Reinforcement Learning. IEEE Wirel. Commun. Lett. 10 (7) (2021)
Yong Wang, Xian Wei, Hao Shen, Jilin Hu, Lingkun Luo
Performance evaluation of low resolution visual tracking for unmanned aerial vehicles. Neural Comput. Appl. 33 (7) (2021)
Xian Wei, Hao Shen, Martin Kleinsteuber
Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations. IEEE Trans. Pattern Anal. Mach. Intell. 42 (12) (2020)
Yong Wang, Xian Wei, Hao Shen, Lu Ding, Jiuqing Wan
Robust fusion for RGB-D tracking using CNN features. Appl. Soft Comput. 92 (2020)
Yong Wang, Xian Wei, Hao Shen, Xuan Tang, Hui Yu
Adaptive model updating for robust object tracking. Signal Process. Image Commun. 80 (2020)
Zhiwei Han, Muhammad Umer Anwaar, Shyam Arumugaswamy, Thomas Weber, Tianming Qiu, Hao Shen, Yuanting Liu, Martin Kleinsteuber
Metapath- and Entity-aware Graph Neural Network for Recommendation. CoRR (2020)
Yong Wang, Xian Wei, Xuan Tang, Hao Shen, Lu Ding
CNN tracking based on data augmentation. Knowl. Based Syst. 194 (2020)
Xian Wei, Hao Shen, Yuanxiang Li, Xuan Tang, Fengxiang Wang, Martin Kleinsteuber, Yi Lu Murphey
Reconstructible Nonlinear Dimensionality Reduction via Joint Dictionary Learning. IEEE Trans. Neural Networks Learn. Syst. 30 (1) (2019)
Xian Wei, Hao Shen, Martin Kleinsteuber
Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations. CoRR (2018)
Xian Wei, Yuanxiang Li, Hao Shen, Fang Chen, Martin Kleinsteuber, Zhongfeng Wang
Dynamical Textures Modeling via Joint Video Dictionary Learning. IEEE Trans. Image Process. 26 (6) (2017)
Xian Wei, Yuanxiang Li, Hao Shen, Weidong Xiang, Yi Lu Murphey
Joint learning sparsifying linear transformation for low-resolution image synthesis and recognition. Pattern Recognit. 66 (2017)
Xian Wei, Hao Shen, Martin Kleinsteuber
Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations. CVPR (2016)
Xian Wei, Yuanxiang Li, Hao Shen, Martin Kleinsteuber, Yi Lu Murphey
Joint learning dictionary and discriminative features for high dimensional data. ICPR (2016)
Xian Wei, Martin Kleinsteuber, Hao Shen
Invertible Nonlinear Dimensionality Reduction via Joint Dictionary Learning. LVA/ICA (2015)
Martin Kleinsteuber, Hao Shen
Block-Jacobi Methods with Newton-Steps and Non-unitary Joint Matrix Diagonalization. GSI (2015)
Hao Shen, Martin Kleinsteuber
A Block-Jacobi Algorithm for Non-Symmetric Joint Diagonalization of Matrices. LVA/ICA (2015)
Xian Wei, Hao Shen, Martin Kleinsteuber
An adaptive dictionary learning approach for modeling dynamical textures. ICASSP (2014)
Gilles Chabriel, Martin Kleinsteuber, Eric Moreau, Hao Shen, Petr Tichavský, Arie Yeredor
Joint Matrices Decompositions and Blind Source Separation: A survey of methods, identification, and applications. IEEE Signal Process. Mag. 31 (3) (2014)
Hao Shen, Martin Kleinsteuber, Cagdas Bilen, Rémi Gribonval
A conjugate gradient algorithm for blind sensor calibration in sparse recovery. MLSP (2013)
Xian Wei, Hao Shen, Martin Kleinsteuber
An Adaptive Dictionary Learning Approach for Modeling Dynamical Textures. CoRR (2013)
Martin Kleinsteuber, Hao Shen
A Geometric Framework for Non-Unitary Joint Diagonalization of Complex Symmetric Matrices. GSI (2013)
Knut Hüper, Martin Kleinsteuber, Hao Shen
Averaging complex subspaces via a Karcher mean approach. Signal Process. 93 (2) (2013)
Martin Kleinsteuber, Hao Shen
Uniqueness Analysis of Non-Unitary Matrix Joint Diagonalization. IEEE Trans. Signal Process. 61 (7) (2013)
Hao Shen, Martin Kleinsteuber
Non-Unitary Matrix Joint Diagonalization for Complex Independent Vector Analysis. EURASIP J. Adv. Signal Process. 2012 (2012)
Martin Kleinsteuber, Hao Shen
Blind Source Separation With Compressively Sensed Linear Mixtures. IEEE Signal Process. Lett. 19 (2) (2012)
Hao Shen, Martin Kleinsteuber
A Matrix Joint Diagonalization Approach for Complex Independent Vector Analysis. LVA/ICA (2012)
Hao Shen, Martin Kleinsteuber
Algebraic Solutions to Complex Blind Source Separation. LVA/ICA (2012)
Martin Kleinsteuber, Hao Shen
Identifiability of Complex Blind Source Separation via Non-Unitary Joint Diagonalization CoRR (2011)
Martin Kleinsteuber, Hao Shen
Blind Source Separation with Compressively Sensed Linear Mixtures CoRR (2011)
Hao Shen, Martin Kleinsteuber
Complex Blind Source Separation via Simultaneous Strong Uncorrelating Transform. LVA/ICA (2010)
Hao Shen, Knut Hüper
Block Jacobi-type methods for non-orthogonal joint diagonalisation. ICASSP (2009)
Hao Shen, Martin Kleinsteuber, Knut Hüper
Local Convergence Analysis of FastICA and Related Algorithms. IEEE Trans. Neural Networks 19 (6) (2008)
Hao Shen, Martin Kleinsteuber, Knut Hüper
Efficient geometric methods for kernel density estimation based Independent Component Analysis. EUSIPCO (2007)