Welcome to Bob’s Pages

Biography

I am a PhD student of PRISDL in the School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, advised by Prof. Qixiang Ye. I got a B.E. degree in Electronic Information School at Wuhan University, Wuhan in June 2018.

My research interests include computer vision and machine learning, specifically for few-shot learning and semantic segmentation.

Publications

	Boyu Yang, Chang Liu, Bohao Li, Jianbin Jiao and Qixiang Ye, "Prototype Mixture Models for Few-shot Semantic Segmentation", European Conference on Computer Vision (ECCV), 2020 [PDF] [Code]
	Boyu Yang, Fang Wan, Chang Liu, Bohao Li, Xiangyang Ji and Qixiang Ye, "Part-Based Semantic Transform for Few-Shot Semantic Segmentation", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 [PDF] [Code]
	Boyu Yang, Mingbao Lin, Yunxiao Zhang, Binghao Liu, Xiaodan Liang, Rongrong Ji, Qixiang Ye, "Dynamic Support Network for Few-shot Class Incremental Learning", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
	Bohao Li *, Boyu Yang *, Chang Liu, Feng Liu, Rongrong Ji and Qixiang Ye, "Beyond Max-Margin: Class Margin Equilibrium for Few-shot Object Detection", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021 [PDF] [Code] (* Equal Contribution)

Award

National Scholarships, 2015 2016

Second Prize of National Mathematical Contest in Modeling, 2016

Third prize of National “Challenge Cup” Technological Innovation Competition, Outstanding Award in HuBei Province, 2017

Merit Student, Excellent Student Cadre of University of Chinese Academy of Sciences, 2019 2020 2021

Merit Student, Excellent Student Cadre and Excellent Graduates of Wuhan University, 2018