Introduction



The Statistical Inference and Information Theory Laboratory is directed by professor Junmo Kim since 2009. Our research focuses on development of theoretical methods which can be applied to image processing, computer vision, pattern recognition, and machine learning. For more information about our research topics, click here.







Recent Announcements



  • We have two publications accepted.
    1. SIAM Journal on Imaging Sciences

    Y. Kee, Y. Lee, M. Souiai, D. Cremers, and J. Kim, “Sequential Convex Programming
    for Computing Information-Theoretic Minimal Partitions: Nonconvex Nonsmooth
    Optimization,” to appear in SIAM Journal on Imaging Sciences.

    2.  Medical Physics

    H. Lee, H. Hong, D. C. Jung, S. Park, and J. Kim, “Differentiation of Fat-poor
    Angiomyolipoma from Clear Cell Renal Cell Carcinoma in Contrast-enhanced MDCT
    Images Using Quantitative Feature Classification,” to appear in Medical Physics.
    Posted Apr 9, 2017, 5:58 PM by Jaeyoung Lee
  • We have a publication accepted for TIP 2017.
    Sungryull Sohn, Hyunwoo Kim, and Junmo Kim, “Uncorrelated Component Analysis-based Hashing.”
    Posted Mar 21, 2017, 6:19 AM by Jaeyoung Lee
  • We have three papers accepted for CVPR 2017.
    1. Junho Yim, Donggyu Joo, Ji-Hoon Bae, Junmo Kim, “A Gift from Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning”

    2. Dongyoon Han*, Jiwhan Kim*, and Junmo Kim, “Deep Pyramidal Residual Networks” (equally contributed by the authors*)

    3. Yunho Jeon and Junmo Kim, “Active Convolution: Learning the Shape of Convolution for Image Classification”
    Posted Mar 1, 2017, 9:36 PM by Dongyoon Han
  • Prof. Junmo Kim has been promoted to an associate professor starting from Sep. 2016.
    Prof. Junmo Kim has been promoted to an associate professor starting from Sep. 2016.
    Posted Aug 31, 2016, 8:25 PM by Minju Jung
  • Dr. Wonjun Hwang has joined the faculty of Ajou University
    Dr. Wonjun Hwang, a Ph.D. alumni of our lab, has joined the Department of software and computer engineering, Ajou University, as an Assistant Professor starting from Sep. 2016.
    Posted Aug 31, 2016, 8:24 PM by Minju Jung
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