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Zijian Shi

2 accepted papers

2023

Conditional LS-GAN Based Skylight Polarization Image Restoration and Application in Meridian Localization

ICASSP 2023accepted

Skylight polarization images (SPIs) contain crucial spatial information that can be used for navigation purposes. Under most circumstances, the quality of the images becomes a major concern, especially when there is blocking between the perception equipment and the sky. This paper introduces a deep…

Cited by 0SourceScholar
2021

The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network

AAAI 2021technical

In an order-driven financial market, the price of a financial asset is discovered through the interaction of orders - requests to buy or sell at a particular price - that are posted to the public limit order book (LOB). Therefore, LOB data is extremely valuable for modelling market dynamics. However…