Park, Sunghyun

1. VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware\n Normalization
   2021/03/31 by Seung-Hwan Choi, Choi, Seunghwan, Sunghyun Park +5 · 39 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 #Visual Attention and Saliency Detection
2. StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On
   2023/12/04 by Jeongho Kim, Kim, Jeongho, Gyojung Gu +7 · 40 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Visual Attention and Saliency Detection
3. High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions
   2022/06/28 by Sangyun Lee, Lee, Sangyun, Gyojung Gu +7 · 14 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Industrial Vision Systems and Defect Detection
4. Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment
   2022/08/16 by Kim, Taewoo, Chung, Chaeyeon, Kim, Yoonseo +3 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Reinforcement Learning from Reflective Feedback (RLRF): Aligning and Improving LLMs via Fine-Grained Self-Reflection
   2024/03/21 by Kyungjae Lee, D. J. Hwang, Lee, Kyungjae +7 · 4 citations
   Computer Science · Engineering · #Reinforcement Learning in Robotics #Elevator Systems and Control #Fuzzy Logic and Control Systems
6. Reference-based Image Composition with Sketch via Structure-aware Diffusion Model
   2023/03/31 by Kim, Kangyeol, Park, Sunghyun, Lee, Junsoo +1 · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline Parallelism
   2024/06/24 by Jeon, Byungsoo, Wu, Mengdi, Cao, Shiyi +11 · 4 citations
   #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
8. What to Preserve and What to Transfer: Faithful, Identity-Preserving Diffusion-based Hairstyle Transfer
   2024/08/29 by Chaeyeon Chung, Chung, Chaeyeon, Sunghyun Park +5 · 3 citations
   Social Sciences · Agricultural and Biological Sciences · Arts and Humanities · #Gender Roles and Identity Studies #Diverse Educational Innovations Studies #Art Education and Development
9. Vid-ODE: Continuous-Time Video Generation with Neural Ordinary\n Differential Equation
   2020/10/16 by Sunghyun Park, Park, Sunghyun, Kangyeol Kim +11 · 1 citation
   Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
10. PromptDresser: Improving the Quality and Controllability of Virtual Try-On via Generative Textual Prompt and Prompt-aware Mask
    2024/12/22 by Kim, Jeongho, Jin, Hoiyeong, Park, Sunghyun +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. What Changes Can Large-scale Language Models Bring? Intensive Study on\n HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
    2021/09/09 by Boseop Kim, Kim, Boseop, HyoungSeok Kim +70 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
12. AnimeCeleb: Large-Scale Animation CelebHeads Dataset for Head Reenactment
    2021/11/15 by Kangyeol Kim, Kim, Kangyeol, Sunghyun Park +9 · 1 citation
    Computer Science · Engineering · #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
13. HairFIT: Pose-Invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-Region-Aware Inpainting
    2022/06/17 by Chung, Chaeyeon, Kim, Taewoo, Nam, Hyelin +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
14. Ranking-Enhanced Unsupervised Sentence Representation Learning
    2022/09/09 by Yeon Seonwoo, Seonwoo, Yeon, Guoyin Wang +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
15. Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts
    2023/08/17 by Sunghyun Park, Park, Sunghyun, Seung-Han Yang +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
16. When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection
    2023/12/19 by Dongmin Kim, Kim, Dongmin, Sunghyun Park +3 · 1 citation
    Computer Science · Economics, Econometrics and Finance · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
17. YTCommentQA: Video Question Answerability in Instructional Videos
    2024/01/30 by Saelyne Yang, Yang, Saelyne, Sunghyun Park +5 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling
18. Steering Guidance for Personalized Text-to-Image Diffusion Models
    2025/08/01 by Park, Sunghyun, Choi, Seokeon, Park, Hyoungwoo +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
19. MultiHuman-Testbench: Benchmarking Image Generation for Multiple Humans
    2025/06/25 by Shubhankar Borse, Borse, Shubhankar, Seokeon Choi +15 · 3 citations
    Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #AI in cancer detection