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Akademický článek

Discrete-time Linear Tracking Control Based on Parallel System Theory

Autor: Gao Junjie, Chen Mingliang, Wei Qinglai

Publikováno v: Applied Mathematics and Nonlinear Sciences, Vol 9, Iss 1 (2024)

Inspired by parallel system theory, a novel parallel tracking controller is presented for discrete-time linear systems in this paper. The core point is to model the time derivative of system control, which makes the control system and the control law

Externí odkaz: https://doaj.org/article/81f43bc45ba1480fa7a6cc57e1b0755a

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Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability

Autor: Wei, Qinglai, Chen, Diancheng, Yuan, Beiming

Great endeavors have been made to study AI's ability in abstract reasoning, along with which different versions of RAVEN's progressive matrices (RPM) are proposed as benchmarks. Previous works give inkling that without sophisticated design or extra m

Externí odkaz: http://arxiv.org/abs/2210.14914

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EiHi Net: Out-of-Distribution Generalization Paradigm

Autor: Wei, Qinglai, Yuan, Beiming, Chen, Diancheng

This paper develops a new EiHi net to solve the out-of-distribution (OoD) generalization problem in deep learning. EiHi net is a model learning paradigm that can be blessed on any visual backbone. This paradigm can change the previous learning method

Externí odkaz: http://arxiv.org/abs/2209.14946

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