Hyunjung Shim

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 84

Top Venues

CoRR

CVPR

Inf. Sci.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Jiho Choi, Seonho Lee, Seungho Lee, Minhyun Lee, Hyunjung Shim
Understanding Multi-Granularity for Open-Vocabulary Part Segmentation. CoRR (2024)
Junsung Park, Kyungmin Kim, Hyunjung Shim
Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in Adverse Weather. CoRR (2024)
Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim
Few-Shot Font Generation With Weakly Supervised Localized Representations. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Junsung Park, Hyunjung Shim
Precision matters: Precision-aware ensemble for weakly supervised semantic segmentation. CoRR (2024)
Hyogon Ryu, Seohyun Lim, Hyunjung Shim
Memory-Efficient Personalization using Quantized Diffusion Model. CoRR (2024)
Youngsun Lim, Hyunjung Shim
Addressing Image Hallucination in Text-to-Image Generation through Factual Image Retrieval. CoRR (2024)
Jiwook Kim, Seonho Lee, Jaeyo Shin, Jiho Choi, Hyunjung Shim
DreamCatalyst: Fast and High-Quality 3D Editing via Controlling Editability and Identity Preservation. CoRR (2024)
Yunji Jung, Seokju Lee, Tair Djanibekov, Hyunjung Shim, Jong Chul Ye
Latent Inversion with Timestep-aware Sampling for Training-free Non-rigid Editing. CoRR (2024)
Seungho Lee, Seoungyoon Kang, Hyunjung Shim
Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels. CoRR (2024)
Dongseob Kim, Seungho Lee, Junsuk Choe, Hyunjung Shim
Weakly Supervised Semantic Segmentation for Driving Scenes. AAAI (2024)
Dongjun Hwang, Jung-Woo Ha, Hyunjung Shim, Junsuk Choe
Entropy regularization for weakly supervised object localization. Pattern Recognit. Lett. 169 (2023)
Minhyun Lee, Seungho Lee, Jongwuk Lee, Hyunjung Shim
Saliency as Pseudo-Pixel Supervision for Weakly and Semi-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Seoungyoon Kang, Minjae Kim, Hyunjung Shim
F2RPC: Fake to Real Portrait Control From a Virtual Character. IEEE Access 11 (2023)
Dongseob Kim, Seungho Lee, Junsuk Choe, Hyunjung Shim
Weakly Supervised Semantic Segmentation for Driving Scenes. CoRR (2023)
Junsuk Choe, Seong Joon Oh, Sanghyuk Chun, Seungho Lee, Zeynep Akata, Hyunjung Shim
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Seoungyoon Kang, Minhyun Lee, Minjae Kim, Hyunjung Shim
HybridMatch: Semi-Supervised Facial Landmark Detection via Hybrid Heatmap Representations. IEEE Access 11 (2023)
Daejin Kim, Min-Soo Kim, Hyunjung Shim, Jongwuk Lee
Your lottery ticket is damaged: Towards all-alive pruning for extremely sparse networks. Inf. Sci. 634 (2023)
Seoungyoon Kang, Minjae Kim, Hyunjung Shim
F2RPC: Fake to Real Portrait Control from a Virtual Character. VRW (2023)
Jaewan Moon, Yoonki Jeong, Dong-Kyu Chae, Jaeho Choi, Hyunjung Shim, Jongwuk Lee
CoMix: Collaborative filtering with mixup for implicit datasets. Inf. Sci. 628 (2023)
Minhyun Lee, Song Park, Byeongho Heo, Dongyoon Han, Hyunjung Shim
Forging Tokens for Improved Storage-efficient Training. CoRR (2023)
Minah Han, Hyunjung Shim, Jongduk Baek
Perceptual CT Loss: Implementing CT Image Specific Perceptual Loss for CNN-Based Low-Dose CT Denoiser. IEEE Access 10 (2022)
Minhyun Lee, Dongseob Kim, Hyunjung Shim
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds. CVPR (2022)
Kwanyoung Lee, Hyungjo Byun, Hyunjung Shim
Cell Segmentation in Multi-modality High-Resolution Microscopy Images with Cellpose. Cell Segmentation Challenge @ NeurIPS (2022)
Sangwoo Han, Eunseong Choi, Chan Lim, Hyunjung Shim, Jongwuk Lee
Long-tail Mixup for Extreme Multi-label Classification. CIKM (2022)
Jae-woong Lee, Minjin Choi, Lee Sael, Hyunjung Shim, Jongwuk Lee
Knowledge distillation meets recommendation: collaborative distillation for top-N recommendation. Knowl. Inf. Syst. 64 (5) (2022)
Kyungjune Baek, Seungho Lee, Hyunjung Shim
Learning from Better Supervision: Self-distillation for Learning with Noisy Labels. ICPR (2022)
Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee
S-Walk: Accurate and Scalable Session-based Recommendation with Random Walks. WSDM (2022)
Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee
S-Walk: Accurate and Scalable Session-based Recommendationwith Random Walks. CoRR (2022)
Kyungjune Baek, Hyunjung Shim
Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data. CVPR (2022)
Duhyeon Bang, Kyungjune Baek, Jiwoo Kim, Yunho Jeon, Jin-Hwa Kim, Jiwon Kim, Jongwuk Lee, Hyunjung Shim
Logit Mixing Training for More Reliable and Accurate Prediction. IJCAI (2022)
Minhyun Lee, Dongseob Kim, Hyunjung Shim
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds. CoRR (2022)
Kyungjune Baek, Hyunjung Shim
Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data. CoRR (2022)
Junsuk Choe, Seungho Lee, Hyunjung Shim
Attention-Based Dropout Layer for Weakly Supervised Single Object Localization and Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 43 (12) (2021)
Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee
Session-aware Linear Item-Item Models for Session-based Recommendation. WWW (2021)
Junsuk Choe, Dongyoon Han, Sangdoo Yun, Jung-Woo Ha, Seong Joon Oh, Hyunjung Shim
Region-based dropout with attention prior for weakly supervised object localization. Pattern Recognit. 116 (2021)
Seungho Lee, Minhyun Lee, Jongwuk Lee, Hyunjung Shim
Railroad Is Not a Train: Saliency As Pseudo-Pixel Supervision for Weakly Supervised Semantic Segmentation. CVPR (2021)
Byeongjoon Kim, Hyunjung Shim, Jongduk Baek
Weakly-supervised progressive denoising with unpaired CT images. Medical Image Anal. 71 (2021)
Youngjun Ko, Seunghyuk Moon, Jongduk Baek, Hyunjung Shim
Rigid and non-rigid motion artifact reduction in X-ray CT using attention module. Medical Image Anal. 67 (2021)
Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim
Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts. CoRR (2021)
Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim
Few-shot Font Generation with Weakly Supervised Localized Representations. CoRR (2021)
Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee
Session-aware Linear Item-Item Models for Session-based Recommendation. CoRR (2021)
Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim
Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts. ICCV (2021)
Kyungjune Baek, Yunjey Choi, Youngjung Uh, Jaejun Yoo, Hyunjung Shim
Rethinking the Truly Unsupervised Image-to-Image Translation. ICCV (2021)
Duhyeon Bang, Hyunjung Shim
MGGAN: Solving Mode Collapse Using Manifold-Guided Training. ICCVW (2021)
Duhyeon Bang, Jongwuk Lee, Hyunjung Shim
Distilling from professors: Enhancing the knowledge distillation of teachers. Inf. Sci. 576 (2021)
Seungho Lee, Minhyun Lee, Jongwuk Lee, Hyunjung Shim
Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation. CoRR (2021)
Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim
Few-shot Font Generation with Localized Style Representations and Factorization. AAAI (2021)
Kyungjune Baek, Duhyeon Bang, Hyunjung Shim
GridMix: Strong regularization through local context mapping. Pattern Recognit. 109 (2021)
Junsuk Choe, Seong Joon Oh, Seungho Lee, Sanghyuk Chun, Zeynep Akata, Hyunjung Shim
Evaluating Weakly Supervised Object Localization Methods Right. CVPR (2020)
Kyungjune Baek, Yunjey Choi, Youngjung Uh, Jaejun Yoo, Hyunjung Shim
Rethinking the Truly Unsupervised Image-to-Image Translation. CoRR (2020)
Junsuk Choe, Seong Joon Oh, Seungho Lee, Sanghyuk Chun, Zeynep Akata, Hyunjung Shim
Evaluating Weakly Supervised Object Localization Methods Right. CoRR (2020)
Duhyeon Bang, Seoungyoon Kang, Hyunjung Shim
Discriminator Feature-Based Inference by Recycling the Discriminator of GANs. Int. J. Comput. Vis. 128 (10) (2020)
Jun-Ho Choi, Kyungmin Kim, Taejin Park, Junho Yun, Jong-Hwan Lee, Songkuk Kim, Hyunjung Shim, Jong-Seok Lee
Real-time Integrated Human Activity Recognition System based on Multimodal User Understanding. IUI Companion (2020)
Hyeseon Ko, Junhyuk Lee, Jinhong Kim, Jongwuk Lee, Hyunjung Shim
Diversity regularized autoencoders for text generation. SAC (2020)
Kyungjune Baek, Minhyun Lee, Hyunjung Shim
PsyNet: Self-Supervised Approach to Object Localization Using Point Symmetric Transformation. AAAI (2020)
Junsuk Choe, Seong Joon Oh, Sanghyuk Chun, Zeynep Akata, Hyunjung Shim
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets. CoRR (2020)
Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim
Few-shot Font Generation with Localized Style Representations and Factorization. CoRR (2020)
Joo-Hyun Park, Song Park, Hyunjung Shim
Semantic-aware neural style transfer. Image Vis. Comput. 87 (2019)
Jae-woong Lee, Minjin Choi, Jongwuk Lee, Hyunjung Shim
Collaborative Distillation for Top-N Recommendation. ICDM (2019)
Armagan Elibol, Nak Young Chong, Hyunjung Shim, Jinwhan Kim, Nuno Gracias, Rafael García
Mismatched image identification using histogram of loop closure error for feature-based optical mapping. Int. J. Intell. Robotics Appl. 3 (2) (2019)
Gihun Kim, Minah Han, Hyunjung Shim, Jongduk Baek
Implementation of an ideal observer model using convolutional neural network for breast CT images. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2019)
Seunghyeon Kim, Jongwuk Lee, Hyunjung Shim
Dual Neural Personalized Ranking. WWW (2019)
Junsuk Choe, Hyunjung Shim
Attention-based Dropout Layer for Weakly Supervised Object Localization. CoRR (2019)
Jae-woong Lee, Minjin Choi, Jongwuk Lee, Hyunjung Shim
Collaborative Distillation for Top-N Recommendation. CoRR (2019)
Junsuk Choe, Hyunjung Shim
Attention-Based Dropout Layer for Weakly Supervised Object Localization. CVPR (2019)
Junsuk Choe, Hyunjung Shim
Robust approach to inverse lighting using RGB-D images. Inf. Sci. 438 (2018)
Duhyeon Bang, Hyunjung Shim
Resembled Generative Adversarial Networks: Two Domains with Similar Attributes. CoRR (2018)
Duhyeon Bang, Hyunjung Shim
Improved Training of Generative Adversarial Networks using Representative Features. ICML (2018)
Junsuk Choe, Joo Hyun Park, Hyunjung Shim
Improved Techniques For Weakly-Supervised Object Localization. CoRR (2018)
Duhyeon Bang, Hyunjung Shim
High Quality Bidirectional Generative Adversarial Networks. CoRR (2018)
Seongjong Song, Hyunjung Shim
Depth Reconstruction of Translucent Objects from a Single Time-of-Flight Camera Using Deep Residual Networks. ACCV (5) (2018)
Kyungjune Baek, Duhyeon Bang, Hyunjung Shim
Editable Generative Adversarial Networks: Generating and Editing Faces Simultaneously. CoRR (2018)
Seongjong Song, Hyunjung Shim
Depth Reconstruction of Translucent Objects from a Single Time-of-Flight Camera using Deep Residual Networks. CoRR (2018)
Duhyeon Bang, Hyunjung Shim
Improved Training of Generative Adversarial Networks Using Representative Features. CoRR (2018)
Duhyeon Bang, Hyunjung Shim
MGGAN: Solving Mode Collapse using Manifold Guided Training. CoRR (2018)
Gihun Kim, Hyunjung Shim, Jongduk Baek
Feasibility study of deep convolutional generative adversarial networks to generate mammography images. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Duhyeon Bang, Hyunjung Shim
Resembled Generative Adversarial Networks: Two Domains with Similar Attributes. BMVC (2018)
Kyungjune Baek, Duhyeon Bang, Hyunjung Shim
Editable Generative Adversarial Networks: Generating and Editing Faces Simultaneously. ACCV (1) (2018)
Hyunjung Shim
Session details: Interactive Art. ACM Multimedia (2018)
Junsuk Choe, Joo Hyun Park, Hyunjung Shim
Unsupervised Object Localization using Generative Adversarial Networks. CoRR (2018)
Junsuk Choe, Song Park, Kyungmin Kim, Joo-Hyun Park, Dongseob Kim, Hyunjung Shim
Face Generation for Low-Shot Learning Using Generative Adversarial Networks. ICCV Workshops (2017)
Jihye Choi, Sungjoon Koh, Jong Woo Kwack, Yonghun Kwon, Hyunjung Shim
Data-driven Approach to Aesthetic Enhancement. Image Processing: Machine Vision Applications (2016)
Hyunjung Shim, Seungkyu Lee
Recovering Translucent Objects Using a Single Time-of-Flight Depth Camera. IEEE Trans. Circuits Syst. Video Technol. 26 (5) (2016)
Armagan Elibol, Hyunjung Shim, Seonghun Hong, Jinwhan Kim, Nuno Gracias, Rafael García
Online underwater optical mapping for trajectories with gaps. Intell. Serv. Robotics 9 (3) (2016)
Duhyeon Bang, Hyunjung Shim
Depth image enhancement using perceptual texture priors. Human Vision and Electronic Imaging (2015)
Seungkyu Lee, Hyunjung Shim
Skewed stereo time-of-flight camera for translucent object imaging. Image Vis. Comput. 43 (2015)
Junsuk Choe, Hyunjung Shim
Inverse lighting for non-homogeneous objects from color and depth image using wavelet representation. Computational Imaging (2015)
Youngjun Ko, Jongduk Baek, Hyunjung Shim
3D motion artifact compenstation in CT image with depth camera. Image Processing: Machine Vision Applications (2015)
Armagan Elibol, Hyunjung Shim
Developing a Visual Stopping Criterion for Image Mosaicing Using Invariant Color Histograms. PCM (2) (2015)
Hyunjung Shim
Estimating all frequency lighting using a color/depth image. ICIP (2012)
Hyunjung Shim
Probabilistic Approach to Realistic Face Synthesis With a Single Uncalibrated Image. IEEE Trans. Image Process. 21 (8) (2012)
Hyunjung Shim, Seungkyu Lee
Automatic color realism enhancement for computer generated images. Comput. Graph. 36 (8) (2012)
Hyunjung Shim, Seungkyu Lee
Automatic color realism enhancement for virtual reality. VR (2012)
Hyunjung Shim, Rolf Adelsberger, James Dokyoon Kim, Seon-Min Rhee, Taehyun Rhee, Jae-Young Sim, Markus H. Gross, Changyeong Kim
Time-of-flight sensor and color camera calibration for multi-view acquisition. Vis. Comput. 28 (12) (2012)
Hyunjung Shim, Tsuhan Chen, Seungkyu Lee, James Dokyoon Kim, Changyeong Kim
Light weight multiview capturing. CCNC (2012)
Seungkyu Lee, Hyunjung Shim, James D. K. Kim, Changyeong Kim
ToF depth image motion blur detection using 3D blur shape models. Computational Imaging (2012)
Hyunjung Shim, Tsuhan Chen
An example-based face relighting. ERVR (2012)
Hyunjung Shim, Inwoo Ha, Taehyun Rhee, James Dokyoon Kim, Changyeong Kim
A probabilistic approach to realistic face synthesis. ICIP (2010)
Hyunjung Shim, Jiebo Luo, Tsuhan Chen
A Subspace Model-Based Approach to Face Relighting Under Unknown Lighting and Poses. IEEE Trans. Image Process. 17 (8) (2008)
Hyunjung Shim, Tsuhan Chen
Adaptive Environment Map for Relighting: Using Cameras and Projected Light. CVPR Workshops (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hyunjung Shim