Kaining Zhang

According to our database, Kaining Zhang authored at least 20 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Quantum Imitation Learning.

Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao

IEEE Trans. Neural Networks Learn. Syst., October, 2024

The curse of random quantum data.

Kaining Zhang, Junyu Liu, Liu Liu, Liang Jiang, Min-Hsiu Hsieh, Dacheng Tao

CoRR, 2024

Sparse-to-dense Multimodal Image Registration via Multi-Task Learning.

Kaining Zhang, Jiayi Ma

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Identifying Hand-based Input Preference Based on Wearable EEG.

Kaining Zhang, Zehong Cao, Xianglin Zheng, Mark Billinghurst

Proceedings of the Augmented Humans International Conference 2024, 2024

ResMatch: Residual Attention Learning for Feature Matching.

Yuxin Deng, Kaining Zhang, Shihua Zhang, Yansheng Li, Jiayi Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Recent Advances for Quantum Neural Networks in Generative Learning.

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

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Loop Closure Detection With Bidirectional Manifold Representation Consensus.

Kaining Zhang, Zizhuo Li, Jiayi Ma

IEEE Trans. Intell. Transp. Syst., April, 2023

Loop Closure Detection via Locality Preserving Matching With Global Consensus.

Jiayi Ma, Kaining Zhang, Junjun Jiang

IEEE CAA J. Autom. Sinica, February, 2023

Approximate k-Nearest Neighbor Query over Spatial Data Federation.

Kaining Zhang, Yongxin Tong, Yexuan Shi, Yuxiang Zeng, Yi Xu, Lei Chen, Zimu Zhou, Ke Xu, Weifeng Lv, Zhiming Zheng

Proceedings of the Database Systems for Advanced Applications, 2023

Offline Quantum Reinforcement Learning in a Conservative Manner.

Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Appearance-Based Loop Closure Detection via Locality-Driven Accurate Motion Field Learning.

Kaining Zhang, Xingyu Jiang, Jiayi Ma

IEEE Trans. Intell. Transp. Syst., 2022

Fast and Robust Loop-Closure Detection via Convolutional Auto-Encoder and Motion Consensus.

Jiayi Ma, Shenyue Wang, Kaining Zhang, Zheng He, Jun Huang, Xiaoguang Mei

IEEE Trans. Ind. Informatics, 2022

Cross Fusion Net: A Fast Semantic Segmentation Network for Small-Scale Semantic Information Capturing in Aerial Scenes.

Chengli Peng, Kaining Zhang, Yong Ma, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2022

Loop Closure Detection With Reweighting NetVLAD and Local Motion and Structure Consensus.

Kaining Zhang, Jiayi Ma, Junjun Jiang

IEEE CAA J. Autom. Sinica, 2022

A Comprehensive Review on Deep Supervision: Theories and Applications.

Renjie Li, Xinyi Wang, Guan Huang, Wenli Yang, Kaining Zhang, Xiaotong Gu, Son N. Tran, Saurabh Garg, Jane E. Alty, Quan Bai

CoRR, 2022

Gaussian initializations help deep variational quantum circuits escape from the barren plateau.

Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao

CoRR, 2022

Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits.

Kaining Zhang, Liu Liu, Min-Hsiu Hsieh, Dacheng Tao

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Motion Field Consensus with Locality Preservation: A Geometric Confirmation Strategy for Loop Closure Detection.

Kaining Zhang, Xingyu Jiang, Xiaoguang Mei, Huabing Zhou, Jiayi Ma

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Appearance-based Loop Closure Detection via Bidirectional Manifold Representation Consensus.

Kaining Zhang, Zizhuo Li, Jiayi Ma

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2019

Quantum algorithm for finding the negative curvature direction in non-convex optimization.

Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao

CoRR, 2019