Kaiyang Zhou PhD student University of Surrey, UK Email: k [dot] zhou [at] surrey [dot] ac [dot] uk Links: Github | Google Scholar

About Me

I'm a final-year PhD student working with Tao Xiang and Yongxin Yang at the CVSSP group, University of Surrey.

My research interests are in computer vision, machine learning, and deep learning.

Publications

• Learning to Generate Novel Domains for Domain Generalization
  Kaiyang Zhou, Yongxin Yang, Timothy Hospedales, Tao Xiang
  ECCV, 2020.
  arxiv
• Domain Adaptive Ensemble Learning
  Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang
  Tech report, 2020.
  arxiv | code
• Deep Domain-Adversarial Image Generation for Domain Generalisation
  Kaiyang Zhou, Yongxin Yang, Timothy Hospedales, Tao Xiang
  AAAI, 2020.
  arxiv | code | data
• Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch
  Kaiyang Zhou, Tao Xiang
  Tech report, 2019.
  arxiv | code
• Learning Generalisable Omni-Scale Representations for Person Re-Identification
  Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro, Tao Xiang
  arXiv preprint, 2019.
  arxiv | code | models
• Omni-Scale Feature Learning for Person Re-Identification
  Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro, Tao Xiang
  ICCV, 2019.
  arxiv | code | models
• Video Summarisation by Classification with Deep Reinforcement Learning
  Kaiyang Zhou, Tao Xiang, Andrea Cavallaro
  BMVC, 2018
  arxiv
• Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward
  Kaiyang Zhou, Yu Qiao, Tao Xiang
  AAAI, 2018
  arxiv | theano code | pytorch code | data
• Detecting Humans in RGB-D Data with CNNs
  Kaiyang Zhou, Adeline Paiement, Majid Mirmehdi
  MVA, 2017
  pdf | matlab code