Search Results for author: Yi-Xuan Wang

Found 4 papers, 0 papers with code

One for Many: Transfer Learning for Building HVAC Control

no code implementations9 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.

Transfer Learning

Schrödinger PCA: On the Duality between Principal Component Analysis and Schrödinger Equation

no code implementations8 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.

Robust Visual Tracking via Implicit Low-Rank Constraints and Structural Color Histograms

no code implementations24 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.

Visual Tracking

Influenza Modeling Based on Massive Feature Engineering and International Flow Deconvolution

no code implementations6 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.

Feature Engineering Matrix Completion

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