Qianru Sun (Post-Doc)

Dr. Qianru Sun

Address
Max-Planck-Institut für Informatik
Saarland Informatics Campus
Campus E1 4
66123 Saarbrücken
Location
E1 4 - Room 612
Phone
+49 681 9325 2112
Fax
+49 681 9325 2099
Email
Get email via email

Personal Information

Interests

  • Image Generation
  • Image Classification
  • Meta Learning
  • Curriculum Learning

Experiences

Activities

  • 2019, 2018 CVPR CV-COPS Workshop, Program Committee [link]
  • 2019 CVPR, 2018 ECCV CEFRL Workshop, Program Committee [link]
  • 2019 CVPR, 2018 ECCV WiCV Workshop, Program Committee [link]
  • 2018 Jun, ICMR 2018 Tutorial, Japan [slides]
  • 2018 Lise Meitner Award Fellowship, Organization Committee [link]
  • 2017 Dec, invited talk in DVMM, Columbia University, USA [slides]
  • 2017 Jul, invited talk in the ODAR Workshop, CVPR'17, USA [slides]
  • 2017 Jul, invited speaker in the Joint Lecture Series (MPI & Saarland University, 2017) [slides]
  • SPLINE 2016, Technical Committee
  • CAAI Transactions on Intelligence Technology, Editorial Board Member
  • Reviewer: ICCV'19, CVPR'18, ICCV'17, ICRA'15, TMM, IJCV, TCSVT, etc.

Publications

Meta-Transfer Learning for Few-Shot Learning

Qianru Sun, Yaoyao Liu*, Tat-Seng Chua and Bernt Schiele

2019 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019. (Accepted)

[pre-print]

 

Learning a Disentangled Embedding for Monocular 3D Shape Retrieval and Pose Estimation

Kyaw Zaw Lin, Weipeng Xu, Qianru Sun, Christian Theobalt and Tat-Seng Chua

[pre-print]

 

A Hybrid Model for Identity Obfuscation by Face Replacement

Qianru Sun, Ayush Tewari, Weipeng Xu, Mario Fritz, Christian Theobalt and Bernt Schiele

15th European Conference on Computer Vision, ECCV 2018.

[paper]

 

Disentangled Person Image Generation

Liqian Ma, Qianru Sun*, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele and Mario Fritz

2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018. (Spotlight)

[paper] [project page]

 

Natural and Effective Obfuscation by Head Inpainting

Qianru Sun, Liqian Ma*, Seong Joon Oh, Luc Van Gool, Bernt Schiele and Mario Fritz

2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018. 

[paper]

 

Pose Guided Person Image Generation

Liqian Ma, Xu Jia*, Qianru Sun*, Bernt Schiele, Tinne Tuytelaars and Luc Van Gool

The 31st Annual Conference on Neural Information Processing, NIPS 2017.

[paper] [poster] [slides] [code]

 

A Domain Based Approach to Social Relation Recognition

Qianru Sun, Bernt Schiele and Mario Fritz

2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017.

[paper] [code&model] [github]

 

Online Growing Neural Gas for Anomaly Detection in Changing Surveillance Scenes

Qianru Sun, Hong Liu and Tatsuya Harada

Pattern Recognition. April 2017, Volume 64, Pages 187-201.

[paper]

 

Before MPI

Qianru Sun, Hong Liu, Liqian Ma and Tianwei Zhang. A Novel Hierarchical Bag-of-Words Model for Compact Action Representation. NeuroComputing, Volume 174 Part B, 22 January 2016, Pages 722–732. [Paper]

Qianru Sun, Hong Liu, Mengyuan Liu and Tianwei Zhang. Activity Prediction by Mapping Key Grouplets to Recurrent Self-Organizing Map. NeuroComputing, Volume 177, 12 February 2016, Pages 427–440. [Paper]

Mengyuan Liu, Hong Liu, Qianru Sun, Tianwei Zhang and Runwei Ding. Salient Pairwise Spatio-temporal Interest Points for Real-time Activity Recognition. CAAI Transactions on Intelligence Technology, Volume 1, Issue 1, January 2016, Pages 14–29. [Paper]

Liqian Ma, Hong Liu, Liang Hu, Can Wang, and Qianru Sun. Orientation Driven Bag of Appearances for Person Re-identification. arXiv preprint arXiv:1605.02464. [Paper]

Hong Liu, Mengyuan Liu and Qianru Sun. Learning Directional Co-occurrence for Human Action Classification. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014), May 4-9, 2014, Florence, Italy. [Paper(PDF)]

Mengyuan Liu, Hong Liu and Qianru Sun. Action Classification by Exploring Directional Co-occurrence of Weighted STIPS. IEEE International Conference on Image Processing (ICIP 2014), Paris, France. [Paper(PDF)]

Yuke Sun, Hong Liu and Qianru Sun. Online Learning on Incremental Distance Metric for Person Re-identification. International Conference on Robotics and Biomimetics (ROBIO 2014), December 5-10, 2014, Bali, Indonesia. [Paper(PDF)]

Hong Liu, Qiaoduo Zhang and Qianru Sun. Human Action Classification Based on Sequential Bag-of-Words Model. International Conference on Robotics and Biomimetics (ROBIO 2014), December 5-10, 2014, Bali, Indonesia. [Paper(PDF)]

Hong Liu, Zilin Liang and Qianru Sun. Robust Tracking with Discriminative Ranking Middle-level Patches. International Journal of Advanced Robotic Systems, 2014, 11:68. doi: 10.5772/ 58430. [Paper(PDF)]

Qianru Sun, Wenmin Wang and Hong Liu. A study of human actions representation in video sequences. CAAI Transactions on Intelligent Systems, 8(3): 189-198, June 2013.

Qianru Sun, Hong Liu. Inferring Ongoing Human Activities Based on Recurrent Self-Organizing Map Trajectory. The 24th British Machine Vision Conference (BMVC 2013), Pages 11.1-11.10, September 9-13, 2013, Bristol, U.K.. [Paper(PDF)]

Qianru Sun, Hong Liu. Learning Spatio-Temporal Co-occurrence Correlograms for Efficient Human Action classification. IEEE International Conference on Image Processing (ICIP 2013), Pages 3220-3224, September 15-18, 2013, Melbourne, Australia. [Paper(PDF)]

Qianru Sun, Hong Liu. Action Disambiguation Analysis Using Normalized Google-Like Distance Correlogram. The 11th Asian Conference on Computer Vision (ACCV 2012 oral), Pages 425-437, November 5-9, 2012, Daejeon, Korea. (Acceptance Rate 3.6%) [Paper(PDF)]