Attention-Based Dropout Layer for Weakly Supervised Object Localization

Junsuk Choe, Hyunjung Shim

Machine VisionImage AnalysisMachine LearningEngineeringPattern Recognition +12

Evaluating Weakly Supervised Object Localization Methods Right

Junsuk Choe, Seong Joon Oh, Seungho Lee, +3

Few-shot LearningLocalization ModelsImage AnalysisMachine LearningMachine Vision +12

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

Junsuk Choe, Seungho Lee, Hyunjung Shim

IEEE Transactions on Pattern Analysis and Machine Intelligence

Scene AnalysisEngineeringMachine LearningSingle Object LocalizationLocalization +14

Rethinking the Truly Unsupervised Image-to-Image Translation

Kyungjune Baek, Yunjey Choi, Youngjung Uh, +2

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Structured PredictionEngineeringMachine LearningImage-to-image TranslationNatural Language Processing +16

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

Byeongjoon Kim, Minah Han, Hyunjung Shim, +1

Medical Physics

Few-shot Font Generation with Localized Style Representations and Factorization

Song Park, Sanghyuk Chun, Junbum Cha, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Natural Language ProcessingLocalized StylesFont StyleUniversal StylesComputational Linguistics +4

Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds

Minhyun Lee, Dongseob Kim, Hyunjung Shim

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningWeakly-supervised Semantic Segmentation +18

Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts

Song Park, Sanghyuk Chun, Junbum Cha, +2

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Few-shot LearningIndependence LossEngineeringMachine LearningStyle Transfer +15

Face Generation for Low-Shot Learning Using Generative Adversarial Networks

Junsuk Choe, Song Park, Kyungmin Kim, +3

Few-shot LearningData AugmentationMachine VisionMachine LearningData Science +12

A Privacy-Preserving Image Retrieval Based on AC-Coefficients and Color Histograms in Cloud Environment

Zhihua Xia, Lihua Lu, Tong Qiu, +3

Computers, materials & continua/Computers, materials & continua (Print)

Privacy ProtectionEngineeringImage RetrievalInformation SecurityPrivate Content +22