Gunhee Kim, PhD (김건희)

Gunhee Kim at DC 

Assistant Professor
Vision and Learning Lab
Department of Computer Science and Engineering
Seoul National University (SNU)

Rm 327 Bldg 302
1 Gwanak-ro, Gwanak-gu Seoul 151-744 South Korea
Phone: +82 2 880 7300
Fax: +82 2 871 4912
Email: myfirstname@{snu.ac.kr or cs.cmu.edu}

[Curriculum Vitae]

What's new?

To Prospective students

My research interests include computer vision, machine learning, and data mining. I have several project ideas about storytelling with big visual data, big learning, ego-centric video analysis, object recognition and detection, and online market analysis. Please contact me if you want to know more details.

Education

Selected Projects

Gunhee Kim, CVPR2015 Ranking and Retrieval of Image Sequences from Multiple Paragraph Queries
  Gunhee Kim, Seungwhan Moon (CMU), and Leonid Sigal (Disney Research)
  In CVPR 2015
Gunhee Kim, CVPR2015 Joint Photo Stream and Blog Post Summarization and Exploration
  Gunhee Kim, Seungwhan Moon (CMU), and Leonid Sigal (Disney Research)
  In CVPR 2015
Gunhee Kim, CVPR2014 Reconstructing Storyline Graphs for Image Recommendation from Web Community Photos
  Gunhee Kim and Eric P. Xing (CMU)
  In CVPR 2014 (Oral) (Acceptance = 104/1807~5.75%)
Gunhee Kim, CVPR2014 Joint Summarization of Large-scale Collections of Web Images and Videos for Storyline Reconstruction
  Gunhee Kim, Leonid Sigal (Disney Research), and Eric P. Xing (CMU)
  In CVPR 2014 (Acceptance = 540/1807~29.88%)
Gunhee Kim, WSDM2014 Visualizing Brand Associations from Web Community Photos
  Gunhee Kim and Eric P. Xing (CMU)
  In WSDM 2014 (Acceptance = 64/356~18.0%)
  A shorter version in LSVisCom (with ICCV 2013) (Best Paper Award)
  Press Release: [CMU News][Science Daily] [Register] [Popcity]
Gunhee Kim, CVPR2013 Jointly Aligning and Segmenting Multiple Web Photo Streams for the Inference of Collective Photo Storylines
  Gunhee Kim and Eric P. Xing (CMU)
  In CVPR 2013 (Oral) (Acceptance = 60/1870~3.2%)
Gunhee Kim, WSDM2013 Time-Sensitive Web Image Ranking and Retrieval via Dynamic Multi-Task Regression
  Gunhee Kim and Eric P. Xing (CMU)
  In WSDM 2013 (Acceptance = 73/387~18.9%)
Gunhee Kim, KDD2012 Web Image Prediction Using Multivariate Point Processes
  Gunhee Kim, Li Fei-Fei (Stanford), and Eric P. Xing (CMU)
  In KDD 2012 (Research) (Acceptance = 133/755~17.6%)
Gunhee Kim, CVPR2012 On Multiple Foreground Cosegmentation
  Gunhee Kim and Eric P. Xing (CMU)
  In CVPR 2012 (Oral) (Acceptance = 48/1933~2.48%)
Gunhee Kim, ICCV2011 Distributed Cosegmentation via Submodular Optimization on Anisotropic Diffusion
  Gunhee Kim, Eric P. Xing (CMU), Li Fei-Fei (Stanford), and Takeo Kanade (CMU)
  In ICCV 2011 (Oral) (Acceptance = 45/1285~3.50%)
Gunhee Kim, ECCV2010 Modeling and Analysis of Dynamic Behaviors of Web Image Collections
  Gunhee Kim, Eric P. Xing (CMU) and Antonio Torralba (MIT)
  In ECCV 2010 (Acceptance = 322/1174~27.4%)
Gunhee Kim, NIPS2009 Unsupervised Detection of Regions of Interest Using Iterative Link Analysis
  Gunhee Kim and Antonio Torralba (MIT)
  In NIPS 2009 (Acceptance = 263/1105~23.8%)
Gunhee Kim, ACMMIR2009 Unsupervised Modeling and Recognition of Object Categories with Combination of Visual Contents and Geometric Similarity Links (Oral)
  Gunhee Kim, Christos Faloutsos (CMU) and Martial Hebert (CMU)
  In ACM MIR 2008 (Acceptance =20/264~7.6%)
Gunhee Kim, CVPR2008 Unsupervised Modeling of Object Categories Using Link Analysis Techniques
  Gunhee Kim, Christos Faloutsos (CMU) and Martial Hebert (CMU)
  In CVPR 2008 (Oral) (Acceptance =62/1593~3.9%)
Gunhee Kim, WACV2008 Detection of Salient Regions using Imagery and 3-D Data
  Gunhee Kim, Daniel Huber (CMU) and Martial Hebert (CMU)
  In WACV 2008 (Oral)
Gunhee Kim, ICAR2008 Line Feature-based Object Recognition for Textureless Indoor Objects
  Gunhee Kim and Martial Hebert (CMU)
  In ICAR 2008
Gunhee Kim, GSPN Navigation Behavior Selection using Generalized Stochastic Petri Nets (GSPN) (Sep 2003 ~ Feb 2005)
  with Woojin Chung (Korea Univ.)
Gunhee Kim, PSR Development of Multifunctional Service Robots (Aug 2001 ~ Aug 2003)
  with Woojin Chung (Korea Univ.)

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Selected Publication

Thesis

Conference Papers

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Selected Publication - Robotics

Journal Papers

Conference Papers

  • Gunhee Kim, Woojin Chung, Sung-Kee Park, and Munsang Kim, Experimental Research of Navigation Primitive Selection Using Generalized Stochastic Petri Nets (GSPNs) for a Tour-Guide Robot, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2005), 2005.

  • Gunhee Kim, Woojin Chung, and Munsang Kim, A Selection Framework of Multiple Navigation Primitives Using Generalized Stochastic Petri Nets, IEEE International Conference on Robotics and Automation (ICRA 2005), 2005.

  • Gunhee Kim, Woojin Chung, Sangmok Han, Kyung-Rock Kim, Munsang Kim, and Richard H. Shinn, The Autonomous Tour-Guide Robot Jinny, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2004), 2004.

  • Gunhee Kim, Woojin Chung, Munsang Kim, and Chongwon Lee, Implementation of Multi-Functional Service Robots Using Tripodal Schematic Control Architecture, IEEE International Conference on Robotics and Automation (ICRA 2004), 2004.

  • Woojin Chung, Gunhee Kim, Munsang Kim, and Chongwon Lee, Integrated Navigation System for Indoor Service Robots in Large-scale Environments , IEEE International Conference on Robotics and Automation (ICRA 2004), 2004.

  • Gunhee Kim, Woojin Chung, Munsang Kim, and Chongwon Lee, Tripodal Schematic Design of the Control Architecture for the Service Robot PSR, IEEE International Conference on Robotics and Automation (ICRA 2003), 2003.

  • Gunhee Kim, Woojin Chung, Munsang Kim, and Chongwon Lee, Design and Implementation of Tripodal Schematic Control Architecture for Multi-Functional Service Robots, International Conference on Control, Automation, and Systems (ICCAS 2003), 2003. Outstanding Paper Award!!.

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Teaching

Teaching assistant at Carnegie Mellon University for:

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Courses at CMU

  • 10-702 Statistical Machine Learning (Larry Wasserman, Spring 2012)

  • 15-744 Computer Networks (Srinivasan Seshan, Fall 2010)

  • 15-814 Type Systems for Programming Languages (Robert Harper, Fall 2010)

  • 10-725 Optimization (Geoffrey J. Gordon & Carlos Guestrin, Spring 2010)

  • 15-750 Graduate Algorithms (Gary Miller, Spring 2010)

  • 15-740 Computer Architecture (Todd C. Mowry, Fall 2009)

  • 16-822 Geometry-based Methods in Vision (Martial Hebert, Spring 2008)

  • 10-705 Intermediate Statistics (Matthew Harrison, Fall 2007)

  • 15-826 Multimedia Databases and Data Mining (Christos Faloutsos, Spring 2007)

  • 16-741 Mechanics of Manipulation (Matthew Mason, Spring 2007)

  • 15-781 Machine Learning (Tom Mitchell & Eric Xing, Fall 2006)

  • 16-811 Math Fundamentals for Robotics (Michael Erdmann, Fall 2006)

  • (Audit) 16-721 Advanced Perception (Alyosha Efros, Spring 2006)

  • (Audit) 16-720 Computer Vision (Martial Hebert, Fall 2005)

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My Life

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