Shengzhao Wen

2 accepted papers

2023

Dual Relation Knowledge Distillation for Object Detection

Zhen-Liang Ni, Fukui Yang, Shengzhao Wen, Gang Zhang

IJCAI 2023poster

Knowledge distillation is an effective method for model compression. However, it is still a challenging topic to apply knowledge distillation to detection tasks. There are two key points resulting in poor distillation performance for detection tasks. One is the serious imbalance between foreground a…

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2020

GP-NAS: Gaussian Process Based Neural Architecture Search

Zhihang Li, Teng Xi, Jiankang Deng, Gang Zhang, Shengzhao Wen, Ran He

CVPR 2020poster

Neural architecture search (NAS) advances beyond the state-of-the-art in various computer vision tasks by automating the designs of deep neural networks. In this paper, we aim to address three important questions in NAS: (1) How to measure the correlation between architectures and their performances…

Cited by 67 PDF ↗Scholar ↗