Search Results for author: Yiming Fan

Found 4 papers, 0 papers with code

Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws

no code implementations18 Dec 2023 Ning Liu, Yiming Fan, Xianyi Zeng, Milan Klöwer, Yue Yu

In this work, we introduce conservation law-encoded neural operators (clawNOs), a suite of NOs that endow inference with automatic satisfaction of such conservation laws.

Zero-sample surface defect detection and classification based on semantic feedback neural network

no code implementations15 Jun 2021 Yibo Guo, Yiming Fan, Zhiyang Xiang, Haidi Wang, Wenhua Meng, Mingliang Xu

Defect detection and classification technology has changed from traditional artificial visual inspection to current intelligent automated inspection, but most of the current defect detection methods are training related detection models based on a data-driven approach, taking into account the difficulty of collecting some sample data in the industrial field.

Attribute Defect Detection +4

A self-adapting super-resolution structures framework for automatic design of GAN

no code implementations10 Jun 2021 Yibo Guo, Haidi Wang, Yiming Fan, Shunyao Li, Mingliang Xu

In this paper, we introduce a new super-resolution image reconstruction generative adversarial network framework, and a Bayesian optimization method used to optimizing the hyperparameters of the generator and discriminator.

Bayesian Optimization Generative Adversarial Network +2

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