Search Results for author: Qiang Guan

Found 4 papers, 0 papers with code

Improving CNN-base Stock Trading By Considering Data Heterogeneity and Burst

no code implementations14 Mar 2023 Keer Yang, Guanqun Zhang, Chuan Bi, Qiang Guan, Hailu Xu, Shuai Xu

In recent years, there have been quite a few attempts to apply intelligent techniques to financial trading, i. e., constructing automatic and intelligent trading framework based on historical stock price.

Making Invisible Visible: Data-Driven Seismic Inversion with Spatio-temporally Constrained Data Augmentation

no code implementations22 Jun 2021 Yuxin Yang, Xitong Zhang, Qiang Guan, Youzuo Lin

To validate the effectiveness of our data augmentation techniques, we apply them to solve a subsurface seismic full-waveform inversion using simulated CO$_2$ leakage data.

Data Augmentation Seismic Imaging +1

GenQu: A Hybrid Framework for Learning Classical Data in Quantum States

no code implementations1 Jan 2021 Samuel A. Stein, Ray Marie Tischio, Betis Baheri, YiWen Chen, Ying Mao, Qiang Guan, Ang Li, Bo Fang

In this paper, we propose GenQu, a hybrid and general-purpose quantum framework for learning classical data through quantum states.

In situ TensorView: In situ Visualization of Convolutional Neural Networks

no code implementations16 Jun 2018 Xinyu Chen, Qiang Guan, Li-Ta Lo, Simon Su, James Ahrens, Trilce Estrada

We present in situ TensorView to visualize the training and functioning of CNNs as if they are systems of scientific simulations.

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