no code implementations • 9 Aug 2020 • Shichao Xu, Yi-Xuan Wang, Yanzhi Wang, Zheng O'Neill, Qi Zhu
Traditional HVAC control methods are typically based on creating explicit physical models for building thermal dynamics, which often require significant effort to develop and are difficult to achieve sufficient accuracy and efficiency for runtime building control and scalability for field implementations.
no code implementations • 8 Jun 2020 • Ziming Liu, Sitian Qian, Yi-Xuan Wang, Yuxuan Yan, Tianyi Yang
Counterintuitively, by drawing the connection between PCA and Schr\"odinger equation, we can not only attack the undersampling challenge but also compute in an efficient and decoupled way with the proposed algorithm called Schr\"odinger PCA.
no code implementations • 24 Dec 2019 • Yi-Xuan Wang, Xiao-Jun Wu, Xue-Feng Zhu
With the guaranteed discrimination and efficiency of spatial appearance model, Discriminative Correlation Filters (DCF-) based tracking methods have achieved outstanding performance recently.
no code implementations • 6 Dec 2019 • Ziming Liu, Yi-Xuan Wang, Zizhao Han, Dian Wu
Finally, both the original model and the perturbed model are tested on regional examples, as validations of our models.