Correspondence Learning, 2002--2006
Appearance Manifold of Faces, 2006--present
Invariance in Discriminative Learning, pResent--
Papers:
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Learning High Dimensional Correspondence from Low Dimensional Manifolds, ICML Workshop 2003 -
Semisupervised Alignment of Manifolds, AISTATS 2004
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Learning a Manifold-Constrained Map Between Image Sets, CVPR 2006
Papers:
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Kernel View of the Dimensionality Reduction of Manifolds, ICML 2004
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Learning Nonlinear Appearance Manifolds for Robot Localization, IROS 2005
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Cooperative Relative Robot Localization with Audible Acoustic Sensing, IROS 2005
Others
Papers:
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Separating Pose and Expression in Face Images: a Manifold Learning Approach, NIP-LR 2007
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Learning a Warped Subspace Model of Faces with Images of Unknown Pose and Illumination, VISAPP 2008
Papers:
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Learning Invariance Priors for Transformation-Invariant Object Recognition, in preparation.
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Feature Extraction and Classification of Subspaces on Grassmann Manifolds, in preparation
Past RESEARCH AT SNU, --2002
Papers:
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Landmark-based Brain Warping and Registration in Multimodal Brain Imaging Utility for Source Analysis, IEEE EMBS 2001
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Current Density Reconstruction with Multi-Scale Grid Approach, IEEE EMBS 2001
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Effects of Using Different Head Models of Brain Tumor on Accuracy of EEG Source Localization, HBM 2001
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Development of Home Examination System Integrating Digital Telemetry for Medicine, IEEE EMBS 2001
