Learning in the Frequency Domain K Xu, M Qin, F Sun, Y Wang, YK Chen, F Ren Computer Vision and Pattern Recognition (CVPR), 2020, 2020 | 350 | 2020 |
LCANet: End-to-end lipreading with cascaded attention-CTC K Xu, D Li, N Cassimatis, X Wang 2018 13th IEEE International Conference on Automatic Face & Gesture …, 2018 | 127 | 2018 |
A GPU-outperforming FPGA accelerator architecture for binary convolutional neural networks Y Li, Z Liu, K Xu, H Yu, F Ren ACM Journal on Emerging Technologies in Computing Systems (JETC) 14 (2), 1-16, 2018 | 101 | 2018 |
CSVideoNet: A real-time end-to-end learning framework for high-frame-rate video compressive sensing K Xu, F Ren 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1680-1688, 2018 | 78* | 2018 |
Lapran: A scalable laplacian pyramid reconstructive adversarial network for flexible compressive sensing reconstruction K Xu, Z Zhang, F Ren Proceedings of the European Conference on Computer Vision (ECCV), 485-500, 2018 | 66 | 2018 |
A 7.663-TOPS 8.2-W energy-efficient FPGA accelerator for binary convolutional neural networks Y Li, Z Liu, K Xu, H Yu, F Ren FPGA, 290-291, 2017 | 52 | 2017 |
Data-driven sampling matrix boolean optimization for energy-efficient biomedical signal acquisition by compressive sensing Y Wang, X Li, K Xu, F Ren, H Yu IEEE transactions on biomedical circuits and systems 11 (2), 255-266, 2016 | 34 | 2016 |
An energy-efficient compressive sensing framework incorporating online dictionary learning for long-term wireless health monitoring K Xu, Y Li, F Ren 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 31 | 2016 |
A data driven in-air-handwriting biometric authentication system D Lu, K Xu, D Huang 2017 IEEE International Joint Conference on Biometrics (IJCB), 531-537, 2017 | 29 | 2017 |
Real time end-to-end learning system for a high frame rate video compressive sensing network F Ren, K Xu US Patent 10,924,755, 2021 | 24 | 2021 |
A data-driven compressive sensing framework tailored for energy-efficient wearable sensing K Xu, Y Li, F Ren 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 20 | 2017 |
Lapran: A scalable laplacian pyramid reconstructive adversarial network for flexible compressive sensing reconstruction F Ren, K Xu, Z Zhang US Patent 11,468,542, 2022 | 8 | 2022 |
CRA: A generic compression ratio adapter for end-to-end data-driven image compressive sensing reconstruction frameworks Z Zhang, K Xu, F Ren ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 4 | 2020 |
Data preprocessing and data augmentation in frequency domain K Xu, F Sun, M Qin, YK Chen US Patent 11,570,477, 2023 | 3 | 2023 |
Learning in Compressed Domains K Xu Arizona State University, 2021 | 2 | 2021 |
Techniques for determining importance of encoded image components for artificial intelligence tasks K Xu, M Qin, Y Wang, F Sun, YK Chen, Y Xie US Patent 11,170,260, 2021 | 1 | 2021 |
Techniques to dynamically gate encoded image components for artificial intelligence tasks K Xu, M Qin, Y Wang, F Sun, YK Chen, Y Xie US Patent 11,403,783, 2022 | | 2022 |
Static channel filtering in frequency domain K Xu, F Sun, M Qin, YK Chen US Patent 11,403,782, 2022 | | 2022 |
Reconstructing transformed domain information in encoded video streams M Qin, YK Chen, K Xu, Y Wang, F Sun, Y Xie US Patent App. 16/684,294, 2021 | | 2021 |