Changsheng

Changsheng

Postdoc in Mathematics from Guangzhou University

Welcome!

I am Changsheng (pronouned like /ʧɑ:n’ʃən/), currently a postodc researcher in Guangzhou University, Guangzhou, China.

Brief Bio

Changsheng Zhou received the B.S. degree in applied mathematics and the Ph.D. degree in statistics from Xi’an Jiaotong University, Xi’an, China, in 2014 and 2020, respectively. Currently, he is a postdoctoral researcher at the School of Mathematics and Information Science in Guangzhou University, Guangzhou, China.

Research Interests

f: X → y2

The current research focuses on generative models, Bayesian learning, and deep learning, with applications to generic and remote sensing images.

Shortly, I aims to develop accurate, fast, robust/stable, low-cost (labour/material), explainable, and general-purpose models and algorithms.

Recently, I am trying to understand weakly supervised object detection problem through the generative perspective.

News

  • 2022-06-22 The 71th Postdoc Fund
  • 2021-06-29 Two patents are granted (Bayesian transfer learning / Attention global content for optical remotely sensed images)
  • 2020-10-20 Postdoc, a new starting point
  • 2020-07-21 PhD degree, got
  • 2020-07-10 PhD defense, passed
  • During covid-19, we students need to soho for 1-3 months. Hope everything goes well.

Experience

  • 2021-12 – Present, Visiting Scholar in Computer Science, University of Copenhagen, advisor Prof. Christian Igel
  • 2020-10 – Present, Postdoc in Mathematics, Guangzhou University, advisor Prof. Jigen Peng
  • 2016-03 – 2020-07, PhD in Statistics, Xi’an Jiaotong Univeristy, supervisor Prof. Jiangshe Zhang
  • 2014-09 – 2016-01, MSc in Applied Mathematics, Xi’an Jiaotong University, supervisor Prof. Jiangshe Zhang
  • 2010-09 – 2014-06, BSc in Mathematics and Applied Mathematics, Xi’an Jiaotong University

Service

  • Reviewer
    • IEEE Transactions on Image Processing
    • IEEE Geoscience and Remote Sensing Letters
    • Knowledge-Based Systems
    • Adaptive Behavior

Visiting Postdoc advisor, Prof. Christian Igel (UCPH), Working close to Prof. Rasmus Fensholt, Postdoc Stefan Oehmcke and Postdoc Ankit Kariryaa

Postdoc advisor, Prof. Jigen Peng (GZHU)

PhD supervisor, Prof. Jiangshe Zhang (XJTU)

Prof. Shigang Yue (University of Lincoln)

Prof. Haiyang Li (GZHU)

Prof. Chunxia Zhang (XJTU)

Associate Prof. Junmin Liu (XJTU)