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Shim, Hyunjung

  1. Few-shot Font Generation with Localized Style Representations and Factorization
    2020/09/23 by Song Park, Sanghyuk Chun, Park, Song +7 · 8 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  2. Evaluating Weakly Supervised Object Localization Methods Right
    2020/01/21 by Junsuk Choe, Seong Joon Oh, Choe, Junsuk +9 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  3. Attention-based Dropout Layer for Weakly Supervised Object Localization
    2019/08/27 by Junsuk Choe, Choe, Junsuk, Hyunjung Shim +1 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  4. Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts
    2021/04/02 by Park, Song, Chun, Sanghyuk, Cha, Junbum +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly\n Supervised Semantic Segmentation
    2021/05/19 by Seungho Lee, Lee, Seungho, Minhyun Lee +5 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  6. Rethinking the Truly Unsupervised Image-to-Image Translation
    2020/06/11 by Kyungjune Baek, Baek, Kyungjune, Yunjey Choi +7 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Mycobacterium research and diagnosis #cs.CV #cs.LG
  7. Few-shot Font Generation with Weakly Supervised Localized Representations
    2021/12/22 by Song Park, Sanghyuk Chun, Park, Song +7 · 4 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  8. Collaborative Distillation for Top-N Recommendation
    2019/11/13 by Lee, Jae-woong, Choi, Minjin, Lee, Jongwuk +1 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering
    2024/09/19 by Youngsun Lim, Lim, Youngsun, Hojun Choi +3 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  10. Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets
    2020/07/08 by Choe, Junsuk, Oh, Seong Joon, Chun, Sanghyuk +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Weakly Supervised Semantic Segmentation for Driving Scenes
    2023/12/21 by Dongseob Kim, Seungho Lee, Kim, Dongseob +5 · 5 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Multimodal Machine Learning Applications
  12. Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in Adverse Weather
    2024/07/02 by Junsung Park, Park, Junsung, Kyungmin Kim +3 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. DreamCatalyst: Fast and High-Quality 3D Editing via Controlling Editability and Identity Preservation
    2024/07/16 by Jiwook Kim, Kim, Jiwook, Seonho Lee +7 · 5 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
  14. Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds
    2022/03/30 by Minhyun Lee, Dongseob Kim, Lee, Minhyun +3 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  15. TextBoost: Boosting Text Encoder for Personalized Text-to-Image Generation
    2024/09/12 by Kunhee Kim, Park, NaHyeon, Kim, Kunhee +2 · 5 citations
    Computer Science · #Image Retrieval and Classification Techniques #Handwritten Text Recognition Techniques #Generative Adversarial Networks and Image Synthesis
  16. Improved Techniques For Weakly-Supervised Object Localization
    2018/02/22 by Junsuk Choe, Joo Hyun Park, Choe, Junsuk +3 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  17. DGQ: Distribution-Aware Group Quantization for Text-to-Image Diffusion Models
    2025/01/08 by Hyogon Ryu, Ryu, Hyogon, Park, NaHyeon +2 · 5 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #MRI in cancer diagnosis #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications
  18. Improved Training of Generative Adversarial Networks Using Representative Features
    2018/01/28 by Duhyeon Bang, Bang, Duhyeon, Hyunjung Shim +1 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Image Enhancement Techniques
  19. MGGAN: Solving Mode Collapse using Manifold Guided Training
    2018/04/12 by Bang, Duhyeon, Shim, Hyunjung · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation
    2025/01/16 by Jiho Choi, Seonho Lee, Choi, Jiho +7 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Natural Language Processing Techniques
  21. Memory-Efficient Fine-Tuning for Quantized Diffusion Model
    2024/01/09 by Hyogon Ryu, Seohyun Lim, Ryu, Hyogon +3 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Stochastic Gradient Optimization Techniques #Domain Adaptation and Few-Shot Learning
  22. How Blind and Low-Vision Individuals Prefer Large Vision-Language Model-Generated Scene Descriptions
    2025/02/15 by Na An, An, Na Min, Eunki Kim +8 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  23. Precision matters: Precision-aware ensemble for weakly supervised semantic segmentation
    2024/06/28 by Junsung Park, Hyunjung Shim, Park, Junsung +1 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
  24. Addressing Image Hallucination in Text-to-Image Generation through Factual Image Retrieval
    2024/07/15 by Youngsun Lim, Hyunjung Shim, Lim, Youngsun +1 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Digital Media Forensic Detection #Image Retrieval and Classification Techniques #Cell Image Analysis Techniques
  25. 3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation
    2025/06/11 by Seonho Lee, Lee, Seonho, Jiho Choi +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  26. Label-Augmented Dataset Distillation
    2024/09/24 by Seoungyoon Kang, Youngsun Lim, Kang, Seoungyoon +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification
  27. Depth Reconstruction of Translucent Objects from a Single Time-of-Flight Camera using Deep Residual Networks
    2018/09/28 by Seongjong Song, Hyunjung Shim, Song, Seongjong +1 · 1 citation
    Computer Science · Environmental Science · Physics and Astronomy · #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Remote Sensing and LiDAR Applications
  28. No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse Weather
    2025/03/20 by Park, Junsung, Lee, Hwijeong, Kang, Inha +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. MomentMix Augmentation with Length-Aware DETR for Temporally Robust Moment Retrieval
    2024/12/30 by Soo Yeon Park, Ji-Ho Choi, Park, Seojeong +4 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech Recognition and Synthesis #Topic Modeling
  30. Scribble-Guided Diffusion for Training-free Text-to-Image Generation
    2024/09/12 by Seonho Lee, Jiho Choi, Lee, Seonho +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Video Analysis and Summarization
  31. MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation
    2024/11/28 by Minhyun Lee, Seungho Lee, Lee, Minhyun +9 · 1 citation
    Computer Science · #AI in cancer detection #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques