Hyunjung Shim
- Few-shot Font Generation with Localized Style Representations and Factorization
2020/09/23 by Song Park, Park, Song, Sanghyuk Chun +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
- 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
- Attention-based Dropout Layer for Weakly Supervised Object Localization
2019/08/27 by Junsuk Choe, Hyunjung Shim, Choe, Junsuk +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
- Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly\n Supervised Semantic Segmentation
2021/05/19 by Seungho Lee, Minhyun Lee, Lee, Seungho +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
- Rethinking the Truly Unsupervised Image-to-Image Translation
2020/06/11 by Kyungjune Baek, Yunjey Choi, Baek, Kyungjune +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
- Few-shot Font Generation with Weakly Supervised Localized Representations
2021/12/22 by Song Park, Park, Song, Sanghyuk Chun +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
- 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
- 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
- Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in Adverse Weather
2024/07/02 by Junsung Park, Kyungmin Kim, Park, Junsung +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
- 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)
- Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds
2022/03/30 by Minhyun Lee, Lee, Minhyun, Dongseob Kim +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
- TextBoost: Boosting Text Encoder for Personalized Text-to-Image Generation
2024/09/12 by Park, NaHyeon, Kunhee Kim, Hyunjung Shim +2 · 5 citations
Computer Science · #Image Retrieval and Classification Techniques #Handwritten Text Recognition Techniques #Generative Adversarial Networks and Image Synthesis
- 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
- DGQ: Distribution-Aware Group Quantization for Text-to-Image Diffusion Models
2025/01/08 by Hyogon Ryu, Ryu, Hyogon, Hyunjung Shim +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
- 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
- Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation
2025/01/16 by Jiho Choi, Choi, Jiho, Seonho Lee +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
- 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
- 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
- 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
- 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
- 3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation
2025/06/11 by Seonho Lee, Jiho Choi, Lee, Seonho +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
- 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
- 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
- MomentMix Augmentation with Length-Aware DETR for Temporally Robust Moment Retrieval
2024/12/30 by Soo Yeon Park, Park, Seojeong, Ji-Ho Choi +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
- 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
- MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation
2024/11/28 by Minhyun Lee, Lee, Minhyun, Seungho Lee +9 · 1 citation
Computer Science · #AI in cancer detection #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques