Search Results for author: Xianxian Zheng

Found 2 papers, 1 papers with code

Improving Knowledge Distillation via Category Structure

1 code implementation ECCV 2020 Zailiang Chen, Xianxian Zheng, Hailan Shen, Ziyang Zeng, Yukun Zhou, Rongchang Zhao

Intra-category structure penalizes the structured relations in samples from the same category and inter-category structure focuses on cross-category relations at a category level.

Knowledge Distillation

A Refined Equilibrium Generative Adversarial Network for Retinal Vessel Segmentation

no code implementations26 Sep 2019 Yukun Zhou, Zailiang Chen, Hailan Shen, Xianxian Zheng, Rongchang Zhao, Xuanchu Duan

In this work, we present an end-to-end synthetic neural network, containing a symmetric equilibrium generative adversarial network (SEGAN), multi-scale features refine blocks (MSFRB), and attention mechanism (AM) to enhance the performance on vessel segmentation.

Computational Efficiency Generative Adversarial Network +2

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