Researcher Page

Shim, Hyunjung (심현정)
부교수, (김재철AI대학원)
Research Area
Recognition and detection, Image generation and representation, Machine learning
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    CoMix: Collaborative filtering with mixup for implicit datasets

    Moon, Jaewan; Jeong, Yoonki; Chae, Dong-Kyu; et al, INFORMATION SCIENCES, v.628, pp.254 - 268, 2023-05

    Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets

    Choe, Junsuk; Oh, Seong Joon; Chun, Sanghyuk; et al, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.45, no.2, pp.1732 - 1748, 2023-02

    Two-phase learning-based 3D deblurring method for digital breast tomosynthesis images

    Choi, Yunsu; Han, Minah; Jang, Hanjoo; et al, PLOS ONE, v.17, no.1, 2022-01

    Attention-Based Dropout Layer for Weakly Supervised Single Object Localization and Semantic Segmentation

    Choe, Junsuk; Lee, Seungho; Shim, Hyunjungresearcher, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.43, no.12, pp.4256 - 4271, 2021-12

    Distilling from professors: Enhancing the knowledge distillation of teachers

    Bang, Duhyeon; Lee, Jongwuk; Shim, Hyunjungresearcher, INFORMATION SCIENCES, v.576, pp.743 - 755, 2021-10

    Low-dose CT denoising via convolutional neural network with an observer loss function

    Han, Minah; Shim, Hyunjungresearcher; Baek, Jongduk, MEDICAL PHYSICS, v.48, no.10, pp.5727 - 5742, 2021-10

    Region-based dropout with attention prior for weakly supervised object localization

    Choe, Junsuk; Han, Dongyoon; Yun, Sangdoo; et al, PATTERN RECOGNITION, v.116, 2021-08

    Weakly-supervised progressive denoising with unpaired CT images

    Kim, Byeongjoon; Shim, Hyunjungresearcher; Baek, Jongduk, MEDICAL IMAGE ANALYSIS, v.71, 2021-07

    GridMix: Strong regularization through local context mapping

    Baek, Kyungjune; Bang, Duhyeon; Shim, Hyunjungresearcher, PATTERN RECOGNITION, v.109, 2021-01

    Rigid and non-rigid motion artifact reduction in X-ray CT using attention module

    Ko, Youngjun; Moon, Seunghyuk; Baek, Jongduk; et al, MEDICAL IMAGE ANALYSIS, v.67, 2021-01

    Discriminator Feature-Based Inference by Recycling the Discriminator of GANs

    Bang, Duhyeon; Kang, Seoungyoon; Shim, Hyunjungresearcher, INTERNATIONAL JOURNAL OF COMPUTER VISION, v.128, no.10-11, pp.2436 - 2458, 2020-11

    A convolutional neural network-based model observer for breast CT images

    Kim, Gihun; Han, Minah; Shim, Hyunjungresearcher; et al, MEDICAL PHYSICS, v.47, no.4, pp.1619 - 1632, 2020-04

    A performance comparison of convolutional neural network-based image denoising methods: The effect of loss functions on low-dose CT images

    Kim, Byeongjoon; Han, Minah; Shim, Hyunjungresearcher; et al, MEDICAL PHYSICS, v.46, no.9, pp.3906 - 3923, 2019-09

    Semantic-aware neural style transfer

    Park, Joo Hyun; Park, Song; Shim, Hyunjungresearcher, IMAGE AND VISION COMPUTING, v.87, pp.13 - 23, 2019-07

    Robust approach to inverse lighting using RGB-D images

    Choe, Junsuk; Shim, Hyunjungresearcher, INFORMATION SCIENCES, v.438, pp.73 - 94, 2018-04

    Robust approach to reconstructing transparent objects using a time-of-flight depth camera

    Kim, Kyungmin; Shim, Hyunjungresearcher, OPTICS EXPRESS, v.25, no.3, pp.2666 - 2676, 2017-02

    Online underwater optical mapping for trajectories with gaps

    Elibol, Armagan; Shim, Hyunjungresearcher; Hong, Seonghun; et al, INTELLIGENT SERVICE ROBOTICS, v.9, no.3, pp.217 - 229, 2016-07

    Recovering Translucent Objects Using a Single Time-of-Flight Depth Camera

    Shim, Hyunjungresearcher; Lee, Seungkyu, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.26, no.5, pp.841 - 854, 2016-05

    Personalized Face Modeling for Photorealistic Synthesis

    Kim, Kyungmin; Shim, Hyunjungresearcher, Journal of International Society for Simulation Surgery, v.2, no.2, pp.47 - 51, 2015-12

    Skewed stereo time-of-flight camera for translucent object imaging

    Lee, Seungkyu; Shim, Hyunjungresearcher, IMAGE AND VISION COMPUTING, v.43, pp.27 - 38, 2015-11

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