Kai-Xuan Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Riemannian Manifolds

Matrix Representation

Image Set Classification

Dimensionality Reduction

Top Venues

Pattern Recognit.

Comput. Vis. Media

Publications

Wenda Li, Kai-Xuan Chen, Shunyu Liu, Tongya Zheng, Wenjie Huang, Mingli Song
Learning a Mini-batch Graph Transformer via Two-stage Interaction Augmentation. CoRR (2024)
Shunyu Liu, Wei Luo, Yanzhen Zhou, Kai-Xuan Chen, Quan Zhang, Huating Xu, Qinglai Guo, Mingli Song
Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map. CoRR (2024)
Shunyu Liu, Kai-Xuan Chen, Na Yu, Jie Song, Zunlei Feng, Mingli Song
Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework. IEEE Trans. Syst. Man Cybern. Syst. 53 (12) (2023)
Rui Wang, Xiaojun Wu, Kai-Xuan Chen, Josef Kittler
Multiple Riemannian Manifold-Valued Descriptors Based Image Set Classification With Multi-Kernel Metric Learning. IEEE Trans. Big Data 8 (3) (2022)
Kai-Xuan Chen, Jie-Yi Ren, Xiao-Jun Wu, Josef Kittler
Covariance descriptors on a Gaussian manifold and their application to image set classification. Pattern Recognit. 107 (2020)
Kai-Xuan Chen, Xiao-Jun Wu, Jie-Yi Ren, Rui Wang, Josef Kittler
More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework Based Kernel Matrix Representation. ICCV Workshops (2019)
Kai-Xuan Chen, Xiao-Jun Wu, Jie-Yi Ren, Rui Wang, Josef Kittler
More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework based Kernel Matrix Representation. CoRR (2019)
Kai-Xuan Chen, Xiao-Jun Wu
Component SPD matrices: A low-dimensional discriminative data descriptor for image set classification. Comput. Vis. Media 4 (3) (2018)
Rui Wang, Xiao-Jun Wu, Kai-Xuan Chen, Josef Kittler
Multiple Manifolds Metric Learning with Application to Image Set Classification. CoRR (2018)
Kai-Xuan Chen, Xiao-Jun Wu
Component SPD Matrices: A lower-dimensional discriminative data descriptor for image set classification. CoRR (2018)
Kai-Xuan Chen, Xiao-Jun Wu, Rui Wang, Josef Kittler
Riemannian kernel based Nyström method for approximate infinite-dimensional covariance descriptors with application to image set classification. ICPR (2018)
Kai-Xuan Chen, Xiao-Jun Wu, Rui Wang, Josef Kittler
Riemannian kernel based Nyström method for approximate infinite-dimensional covariance descriptors with application to image set classification. CoRR (2018)
Rui Wang, Xiao-Jun Wu, Kai-Xuan Chen, Josef Kittler
Grassmannian Discriminant Maps (GDM) for Manifold Dimensionality Reduction with Application to Image Set Classification. CoRR (2018)
Rui Wang, Xiao-Jun Wu, Kai-Xuan Chen, Josef Kittler
Multiple Manifolds Metric Learning with Application to Image Set Classification. ICPR (2018)