I am an Assistant Professor (tenure track) in the School of Information Systems, Singapore Management University, since Aug 2019. From Apr 2018 to Jul 2019, I was a Joint Research Fellow working with Prof. Tat-Seng Chua at the National University of Singapore and Prof.Dr. Bernt Schiele at the MPI for Informatics. From Mar 2016 to Mar 2018, I held the Lise Meitner Award Fellowship and worked with Prof.Dr. Bernt Schiele and Dr. Mario Fritz at the MPI for Informatics. In Jan 2016, I obtained my Ph.D. degree from Peking University and my thesis was advised by Prof. Hong Liu. From Oct 2014 to Jan 2015, I was a visiting Ph.D. student advised by Prof. Tatsuya Harada at the University of Tokyo. My research interests are computer vision and machine learning that aim to develop efficient algorithms and systems for visual understanding.qianrusun AT smu DOT edu DOT sg
Meta-Transfer Learning through Hard Tasks
Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele
arXiv, Oct 2019. (Extended version of MTL. Under review)
LCC: Learning to Customize and Combine Neural Networks for Few-Shot Learning
Yaoyao Liu, Yuting Su, An-An Liu, Tat-Seng Chua, Bernt Schiele, Qianru Sun
arXiv, Sep 2019.
A Novel BiLevel Paradigm for Image-to-Image Translation
Liqian Ma, Qianru Sun, Bernt Schiele, Luc Van Gool
arXiv, Apr 2019.
Learning a Disentangled Embedding for Monocular 3D Shape Retrieval and Pose Estimation
Kyaw Zaw Lin, Weipeng Xu, Qianru Sun, Christian Theobalt, Tat-Seng Chua
arXiv, Mar 2019. (Under review)
Online Growing Neural Gas for Anomaly Detection in Changing Surveillance Scenes
Qianru Sun, Hong Liu, Tatsuya Harada
Pattern Recognition. April 2017, Volume 64, Pages 187-201.