Kai Xu

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 15

Top Topics

Sparse Representation

Laplacian Pyramid

Convolutional Neural Networks

Compressive Sensing

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

Kai Xu, Minghai Qin, Fei Sun, Yuhao Wang, Yen-Kuang Chen, Fengbo Ren
Learning in the Frequency Domain. CVPR (2020)
Kai Xu, Minghai Qin, Fei Sun, Yuhao Wang, Yen-Kuang Chen, Fengbo Ren
Learning in the Frequency Domain. CoRR (2020)
Zhikang Zhang, Kai Xu, Fengbo Ren
Cra: A Generic Compression Ratio Adapter for End-To-End Data-Driven Image Compressive Sensing Reconstruction Frameworks. ICASSP (2020)
Kai Xu, Zhikang Zhang, Fengbo Ren
LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction. ECCV (10) (2018)
Yixing Li, Zichuan Liu, Kai Xu, Hao Yu, Fengbo Ren
A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks. ACM J. Emerg. Technol. Comput. Syst. 14 (2) (2018)
Kai Xu, Fengbo Ren
CSVideoNet: A Real-Time End-to-End Learning Framework for High-Frame-Rate Video Compressive Sensing. WACV (2018)
Kai Xu, Zhikang Zhang, Fengbo Ren
LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction. CoRR (2018)
Yixing Li, Zichuan Liu, Kai Xu, Hao Yu, Fengbo Ren
A 7.663-TOPS 8.2-W Energy-efficient FPGA Accelerator for Binary Convolutional Neural Networks (Abstract Only). FPGA (2017)
Kai Xu, Yixing Li, Fengbo Ren
A data-driven compressive sensing framework tailored for energy-efficient wearable sensing. ICASSP (2017)
Yixing Li, Zichuan Liu, Kai Xu, Hao Yu, Fengbo Ren
A 7.663-TOPS 8.2-W Energy-efficient FPGA Accelerator for Binary Convolutional Neural Networks. CoRR (2017)
Yuhao Wang, Xin Li, Kai Xu, Fengbo Ren, Hao Yu
Data-Driven Sampling Matrix Boolean Optimization for Energy-Efficient Biomedical Signal Acquisition by Compressive Sensing. IEEE Trans. Biomed. Circuits Syst. 11 (2) (2017)
Kai Xu, Yixing Li, Fengbo Ren
A Data-Driven Compressive Sensing Framework Tailored For Energy-Efficient Wearable Sensing. CoRR (2016)
Kai Xu, Yixing Li, Fengbo Ren
An energy-efficient compressive sensing framework incorporating online dictionary learning for long-term wireless health monitoring. ICASSP (2016)
Kai Xu, Yixing Li, Fengbo Ren
An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning for Long-term Wireless Health Monitoring. CoRR (2016)
Kai Xu, Fengbo Ren
CSVideoNet: A Recurrent Convolutional Neural Network for Compressive Sensing Video Reconstruction. CoRR (2016)