Lei Zhang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 19

Top Topics

Variational Inference

Scene Classification

Action Recognition

Kernel Learning

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Trans. Image Process.

Publications

Liyun Zuo, Baoyan Wang, Lei Zhang, Jun Xu, Xiantong Zhen
Variational Neuron Shifting for Few-Shot Image Classification Across Domains. IEEE Trans. Multim. 26 (2024)
Lei Zhang, Yingjun Du, Jiayi Shen, Xiantong Zhen
Learning to Learn With Variational Inference for Cross-Domain Image Classification. IEEE Trans. Multim. 25 (2023)
Jiayi Shen, Zehao Xiao, Xiantong Zhen, Lei Zhang
Spherical Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 32 (2) (2022)
Zhiqiang Ge, Zhihuan Song, Xin Li, Lei Zhang
Meta conditional variational auto-encoder for domain generalization. Comput. Vis. Image Underst. 222 (2022)
Lei Zhang, Liyun Zuo, Baoyan Wang, Xin Li, Xiantong Zhen
Variational Hyperparameter Inference for Few-Shot Learning Across Domains. IEEE Trans. Circuits Syst. Video Technol. 32 (11) (2022)
Xin Li, Lei Zhang, Zhiping Jian, Liyun Zuo
A Comprehensive Study on VLAD. Neural Process. Lett. 53 (3) (2021)
Lei Zhang, Xile Zhao, Xin Li
Assessment of Extreme Communication Environment With Ultralow SNR: A Benchmark. IEEE Access 9 (2021)
Lei Zhang, Liyun Zuo, Ying-Jun Du, Xiantong Zhen
Learning to Adapt With Memory for Probabilistic Few-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 31 (11) (2021)
Ying-Jun Du, Jun Xu, Qiang Qiu, Xiantong Zhen, Lei Zhang
Variational Image Deraining. WACV (2020)
Lei Zhang, Ying-Jun Du, Xin Li, Xiantong Zhen
Calibrated Multivariate Regression Networks. IEEE Trans. Circuits Syst. Video Technol. 30 (11) (2020)
Lei Zhang, Xuezhi Xiang
Video event classification based on two-stage neural network. Multim. Tools Appl. 79 (29-30) (2020)
Xiantong Zhen, Mengyang Yu, Zehao Xiao, Lei Zhang, Ling Shao
Heterogenous output regression network for direct face alignment. Pattern Recognit. 105 (2020)
Lei Zhang, Xin Li, Zhiping Jian, Wei Zhang, Xiantong Zhen
Cosine Activation in Compact Network (CACN): Application to Scene Classification. IEEE Access 7 (2019)
Lei Zhang, Xiantong Zhen, Ling Shao, Jingkuan Song
Learning Match Kernels on Grassmann Manifolds for Action Recognition. IEEE Trans. Image Process. 28 (1) (2019)
Lei Zhang, Xiantong Zhen, Qiujing Zhang
Spatial Ensemble Kernel Learning for Scene Classification. ICASSP (2018)
Lei Zhang, Wenhui Liu, Xuezhi Xiang, Yan Sun, Xiantong Zhen
Learning discriminant grassmann kernels for image-set classification. ICIP (2017)
Lei Zhang, Yangyang Feng, Xuezhi Xiang, Xiantong Zhen
Realistic human action recognition: When CNNS meet LDS. ICASSP (2017)
Lei Zhang, Yangyang Feng, Jiqing Han, Xiantong Zhen
Realistic human action recognition: When deep learning meets VLAD. ICASSP (2016)
Lei Zhang, Xiantong Zhen, Jiqing Han
Towards optimal vlad for human action recognition from still images. ICASSP (2016)
Lei Zhang, Peipei Peng, Xuezhi Xiang, Xiantong Zhen
Dimensionality reduction by supervised locality analysis. ICIP (2015)
Lei Zhang, Xiantong Zhen, Ling Shao
Learning Object-to-Class Kernels for Scene Classification. IEEE Trans. Image Process. 23 (8) (2014)
Lei Zhang, Xiantong Zhen, Jiqing Han, Xuezhi Xiang
Learning semantic kernels for scene classification. ICASSP (2014)
Lei Zhang, Shouzhi Xie, Xiantong Zhen
Discriminative high-level representations for scene classification. ICIP (2013)
Lei Zhang, Tao Wang, Xiantong Zhen
Recognizing actions via sparse coding on structure projection. ICIP (2013)
Lei Zhang, Shouzhi Xie, Xiantong Zhen
Towards optimal object bank for scene classification. ICASSP (2013)
Lei Zhang, Xiantong Zhen, Ling Shao
High order co-occurrence of visualwords for action recognition. ICIP (2012)