2 code implementations • COLING 2022 • Zhihong Zhang, Xuewen Zhang, Yanghui Rao
Neural topic models have been widely used in discovering the latent semantics from a corpus.
no code implementations • 10 Apr 2024 • Xiaojie Li, Song Bo, Xuewen Zhang, Yan Qin, Xunyuan Yin
The local estimators are integrated via information exchange to form a distributed estimation scheme, which provides estimates of the unmeasured/unmeasurable state variables of the original nonlinear process in a linear manner.
no code implementations • 31 Mar 2024 • Xuewen Zhang, Minghao Han, Xunyuan Yin
In this paper, we propose an efficient data-driven predictive control approach for general nonlinear processes based on a reduced-order Koopman operator.
no code implementations • 11 Jan 2021 • Xuewen Zhang, Yan Qin, Chau Yuen, Lahiru Jayasinghe, Xiang Liu
Out of this consideration, an enhanced RUL framework focusing on data self-generation is put forward for both non-cyclic and cyclic degradation patterns for the first time.
no code implementations • 6 Aug 2020 • Qianru Zhang, Meng Zhang, Chinthaka Gamanayake, Chau Yuen, Zehao Geng, Hirunima Jayasekara, Xuewen Zhang, Chia-wei Woo, Jenny Low, Xiang Liu
With some advanced algorithms, the new technologies are expected to control the production quality based on the digital images.
no code implementations • 27 Jul 2017 • Toufiq Parag, Fabian Tschopp, William Grisaitis, Srinivas C. Turaga, Xuewen Zhang, Brian Matejek, Lee Kamentsky, Jeff W. Lichtman, Hanspeter Pfister
The field of connectomics has recently produced neuron wiring diagrams from relatively large brain regions from multiple animals.