Kaining Zhang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Nearest Neighbor

Reinforcement Learning

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE CAA J. Autom. Sinica

Publications

Kaining Zhang, Zehong Cao, Xianglin Zheng, Mark Billinghurst
Identifying Hand-based Input Preference Based on Wearable EEG. AHs (2024)
Yuxin Deng, Kaining Zhang, Shihua Zhang, Yansheng Li, Jiayi Ma
ResMatch: Residual Attention Learning for Feature Matching. AAAI (2024)
Jinkai Tian, Xiaoyu Sun, Yuxuan Du, Shanshan Zhao, Qing Liu, Kaining Zhang, Wei Yi, Wanrong Huang, Chaoyue Wang, Xingyao Wu, Min-Hsiu Hsieh, Tongliang Liu, Wenjing Yang, Dacheng Tao
Recent Advances for Quantum Neural Networks in Generative Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Kaining Zhang, Zizhuo Li, Jiayi Ma
Loop Closure Detection With Bidirectional Manifold Representation Consensus. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao
Offline Quantum Reinforcement Learning in a Conservative Manner. AAAI (2023)
Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao
Quantum Imitation Learning. CoRR (2023)
Kaining Zhang, Yongxin Tong, Yexuan Shi, Yuxiang Zeng, Yi Xu, Lei Chen, Zimu Zhou, Ke Xu, Weifeng Lv, Zhiming Zheng
Approximate k-Nearest Neighbor Query over Spatial Data Federation. DASFAA (1) (2023)
Jiayi Ma, Kaining Zhang, Junjun Jiang
Loop Closure Detection via Locality Preserving Matching With Global Consensus. IEEE CAA J. Autom. Sinica 10 (2) (2023)
Kaining Zhang, Liu Liu, Min-Hsiu Hsieh, Dacheng Tao
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits. NeurIPS (2022)
Kaining Zhang, Xingyu Jiang, Jiayi Ma
Appearance-Based Loop Closure Detection via Locality-Driven Accurate Motion Field Learning. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Chengli Peng, Kaining Zhang, Yong Ma, Jiayi Ma
Cross Fusion Net: A Fast Semantic Segmentation Network for Small-Scale Semantic Information Capturing in Aerial Scenes. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiayi Ma, Shenyue Wang, Kaining Zhang, Zheng He, Jun Huang, Xiaoguang Mei
Fast and Robust Loop-Closure Detection via Convolutional Auto-Encoder and Motion Consensus. IEEE Trans. Ind. Informatics 18 (6) (2022)
Renjie Li, Xinyi Wang, Guan Huang, Wenli Yang, Kaining Zhang, Xiaotong Gu, Son N. Tran, Saurabh Garg, Jane E. Alty, Quan Bai
A Comprehensive Review on Deep Supervision: Theories and Applications. CoRR (2022)
Jinkai Tian, Xiaoyu Sun, Yuxuan Du, Shanshan Zhao, Qing Liu, Kaining Zhang, Wei Yi, Wanrong Huang, Chaoyue Wang, Xingyao Wu, Min-Hsiu Hsieh, Tongliang Liu, Wenjing Yang, Dacheng Tao
Recent Advances for Quantum Neural Networks in Generative Learning. CoRR (2022)
Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao
Gaussian initializations help deep variational quantum circuits escape from the barren plateau. CoRR (2022)
Kaining Zhang, Jiayi Ma, Junjun Jiang
Loop Closure Detection With Reweighting NetVLAD and Local Motion and Structure Consensus. IEEE CAA J. Autom. Sinica 9 (6) (2022)
Kaining Zhang, Xingyu Jiang, Xiaoguang Mei, Huabing Zhou, Jiayi Ma
Motion Field Consensus with Locality Preservation: A Geometric Confirmation Strategy for Loop Closure Detection. IROS (2021)
Kaining Zhang, Zizhuo Li, Jiayi Ma
Appearance-based Loop Closure Detection via Bidirectional Manifold Representation Consensus. ICRA (2021)
Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao
Quantum algorithm for finding the negative curvature direction in non-convex optimization. CoRR (2019)