Search Results for author: Guohao Ying

Found 3 papers, 2 papers with code

EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs

1 code implementation30 Nov 2021 Guohao Ying, Xin He, Bin Gao, Bo Han, Xiaowen Chu

Some recent works try to search both generator (G) and discriminator (D), but they suffer from the instability of GAN training.

Image Generation Neural Architecture Search +2

Evolutionary Multi-objective Architecture Search Framework: Application to COVID-19 3D CT Classification

1 code implementation26 Jan 2021 Xin He, Guohao Ying, Jiyong Zhang, Xiaowen Chu

We propose a new objective, namely potential, which can help exploit promising models to indirectly reduce the number of models involved in weights training, thus alleviating search instability.

Computed Tomography (CT) Medical Diagnosis +1

Better Guider Predicts Future Better: Difference Guided Generative Adversarial Networks

no code implementations7 Jan 2019 Guohao Ying, Yingtian Zou, Lin Wan, Yiming Hu, Jiashi Feng

In this paper, we propose a novel GAN based on inter-frame difference to circumvent the difficulties.

Video Prediction

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