Yifan Ge (葛一帆)

	M.Sc. Student, LAMDA Group School of Artificial Intelligence National Key Laboratory for Novel Software Technology Nanjing University, Nanjing 210023, China
Supervisor:	Prof. Jianxin Wu
Email:	geyf{AT}lamda.nju.edu.cn
Laboratory:	Changzhou Building, Xianlin Campus of Nanjing University

Biography

Currently I am a second year graduate student of Department of Artificial Intelligence in Nanjing University and a member of LAMDA Group, led by Prof. Zhi-Hua Zhou.

I graduated with Distinction of School Honors and got my B.Sc. degree from Nanjing University in June 2019. In the same year, I was admitted to the M.Sc. in Computer Science program (thesis track) at Nanjing University via Exempt Admissions, i.e. admission without the Postgraduate Admission Test.

Research Interest

My research interests include Computer Vision and Machine Learning.

Publication

1. Beyond size: how the appearance of the receptive field can affect the performance of a convolutional neural network.

   [paper] [slides]

   Yifan Ge, Jianxin Wu 20th National Conference on Image and Graphics , Poster 1-3, 295

2. In Defense of Feature Mimicking for Knowledge Distillation.

   [paper] Guo-Hua Wang, Yifan Ge, Jianxin Wu

   (Awaiting Decision)

Personal Project

1. Bokken: A Toy-level Deep Learning Library Based on NumPy and CuPy

   • Capable of Training a PreActResNet-18 on CIFAR-10
   • May Used for Educational Purposes

   This toy project has not been open-sourced yet due to my plan to use it for teaching (as the code base for a course project). If anyone is interested and wants to see a copy, feel free to email me.

Service

• Teaching Assistant

  • Pattern Recognition, Spring 2020

• Conference Paper Reviewer

  • ECCV2020
  • ICPR2020
  • CVPR2021

Correspondence

Yifan Ge, National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 113, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China (南京市栖霞区仙林大道163号, 南京大学仙林校区113信箱, 软件新技术国家重点实验室, 210023.)