Gen Li

First-year Ph.D. student

Biography [cv]

I am a first-year Ph.D. student at The University of Edinburgh, United Kingdom, majoring in Robotics and Autonomous Systems. Before that, I received the master’s degree in Electrical and Computer Engineering from Sungkyunkwan University, Suwon, South Korea, in 2020, and the bachelor’s degree in Electronic and Information Engineering from Xidian University, Xi’an, China, in 2018.

Research interests:

  • Deep learning and Computer Vision
  • Image Segmentation (semantic, instance, panoptic)
  • Meta Learning (few-shot learning)

News

  • [10/2021] One paper is accepted to BMVC 2021
  • [05/2021] Two papers are accepted to ICIP 2021
  • [05/2021] One paper is accepted to Pattern Recognition
  • [03/2021] One paper is accepted to CVPR 2021
  • [02/2021] One paper is accepted to Neurocomputing
  • [03/2020] One paper is accepted to IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  • [01/2020] One paper is accepted to IEEE Access
  • [08/2019] Code for DABNet is released [code]
  • [07/2019] One paper is accepted to BMVC 2019

Selcted Publication [full list]

Adaptive Prototype Learning and Allocation for Few-Shot Segmentation

Gen Li, Varun Jampani, Laura Sevilla-Lara, Deqing Sun, Jonghyun Kim, Joongkyu Kim

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

[paper] [code]

DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation

Gen Li, Joongkyu Kim

British Machine Vision Conference (BMVC), 2019

[paper] [code]

Depth-wise Asymmetric Bottleneck with Point-wise Attention Decoder for Real-time Semantic Segmentation in Urban Scenes

Gen Li, Shenlu Jiang, Inyong Yun, Jonghyun Kim, Joongkyu Kim

IEEE Access

[paper]

Weakly Supervised Temporal Attention 3D Network for Human Action Recognition

Jonghyun Kim, Gen Li, Inyong Yun, Cheolkon Jung, Joongkyu Kim

Pattern Recognition

[paper]

Edge and Identity Preserving Network for Face Super-Resolution

Jonghyun Kim, Gen Li, Inyong Yun, Cheolkon Jun, Joongkyu Kim

Neurocomputing

[paper]

An Optimized Deep Neural Network Detecting Small and Narrow Rectangular Objects in Google Earth Images

Shenlu Jiang, Wei Yao, Man-sing Wong, Gen Li, Zhonghua Hong, Tae-yong Kuc, Xiaohua Tong

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

[paper]

A Little More About Me

Some of my other interests and hobbies are:

  • Badminton
  • Kpop
  • Fitness