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Zhouchen Lin

zlin AT pku.edu.cn

Professor

Peking University

Personal Site

Biography

Dr. Zhouchen Lin is a Professor in Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peking University.

I am now recruiting Ph.D.s who have strong mathematical abilities (however, this does not imply that you have to come from mathematics department) and great interest in theoretical analysis in order to enjoy with me how to use mathematics to solve real problems elegantly. I am also recruiting Masters who have strong coding skills and interests in Quantitative Trading (a reference book). Welcome to send me your detailed resume!

Interests

  • Machine Learning
  • Numerical Opimization
  • Computer Vision
  • Image Processing
  • Pattern Recognition

Education

  • PhD in Pattern Recognision, 2000

    Peking University

  • MSc in Nemerical Computation, 1997

    Hong Kong Polytechnic University

  • MSc in Image Processing, 1995

    Peking University

  • BSc in Pure Mathematics, 1993

    Nankai University

Curriculum Vitae

 
 
 
 
 

Professor

Peking University

May 2012 – Present Beijing

Research on:

  • Image Processing
  • Pattern Recognition
  • Machine Leanring
  • Optimization
 
 
 
 
 

Lead Researcher

Visual Computing Group, Microsoft Research Asia

May 2010 – Feb 2012 Beijing

Research on:

  • Image Processing
  • Pattern Recognition
  • Machine Leanring
  • Optimization
 
 
 
 
 

Researcher

Visual Computing Group, Microsoft Research Asia

Sep 2004 – Feb 2010 Beijing

Research on:

  • Image Processing
  • Computer Vision
  • Computer Graphics
  • Pattern Recognition
  • Machine Leanring
 
 
 
 
 

Researcher

Multi-Modal User Interface Group, Microsoft Research Asia

Apr 2002 – Aug 2004 Beijing

Research on:

  • Digital Ink
  • Digital Pen
  • Pattern Recognition
  • Machine Learning
  • Document Processing/Analysis
  • Biometrics
  • Numerical Computation
  • Coding Theory
  • Security
 
 
 
 
 

Associate Researcher

Visual Computing Group, Microsoft Research Asia

Jul 2000 – Mar 2002 Beijing

Research on:

  • Computer Vision
  • Computer Graphics
 
 
 
 
 

Intern

Visual Computing Group, Microsoft Research Asia

Apr 1999 – Dec 1999 Beijing

Research on:

  • Computer Vision
  • Computer Graphics

Journal Papers

Conference Papers

Is Attention Better Than Matrix Decomposition? ICLR, 2021.
Improving Semantic Segmentation via Decoupled Body and Edge Supervision ECCV, 2020.
Invertible Image Rescaling ECCV, 2020.
Boosted Histogram Transform for Regression ICML, 2020.

Technical Reports

Academic Acativities

Fellow

Editor

Chairman

Standing Member

Guest Professor/Researcher

Technical Advisory Board

Reviewer to Journals

Chair/Reviewer to Conferences

Awards

Innovative Award

Runner-up

Excellent Ph.D. Supervisor

Okawa Research Grant

Distinguished Young Scholars

Champion