Kang, Myungjoo
- AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme
2023/05/08 by Yungi Jeong, Eun-Seok Yang, Jeong, Yungi +7 · 10 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
- FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model
2024/06/10 by Yebin Lee, Lee, Yebin, Imseong Park +3 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Self-Knowledge Distillation via Dropout
2022/08/11 by Hyoje Lee, Yeachan Park, Lee, Hyoje +5 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
- NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and\n Results
2020/05/08 by Abdelrahman Abdelhamed, Mahmoud Afifi, Abdelhamed, Abdelrahman +175 · 3 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport
2023/05/24 by Jaemoo Choi, Choi, Jaemoo, Jaewoong Choi +3 · 3 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Music and Audio Processing #Vehicle License Plate Recognition
- Bounding the Rademacher Complexity of Fourier neural operators
2022/09/12 by Taeyoung Kim, Kim, Taeyoung, Myungjoo Kang +1 · 3 citations
Computer Science · #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications
- Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport
2024/02/08 by Choi, Jaemoo, Choi, Jaewoong, Kang, Myungjoo · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Approximating Numerical Fluxes Using Fourier Neural Operators for Hyperbolic Conservation Laws
2024/01/03 by Taeyoung Kim, Myungjoo Kang, Kim, Taeyoung +1 · 2 citations
Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Fluid Dynamics and Turbulent Flows #Nuclear Engineering Thermal-Hydraulics
- Financial series prediction using Attention LSTM
2019/02/28 by Kim, Sangyeon, Kang, Myungjoo · 1 citation
#FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Finance (q-fin.ST)
- Attention routing between capsules
2019/07/03 by Choi, Jaewoong, Seo, Hyun, Im, Suii +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Analyzing the Latent Space of GAN through Local Dimension Estimation
2022/05/26 by Jaewoong Choi, Geonho Hwang, Choi, Jaewoong +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction
- Restoration based Generative Models
2023/02/20 by Jaemoo Choi, Yesom Park, Choi, Jaemoo +3 · 1 citation
Computer Science · Medicine · Mathematics · #Advanced Mathematical Modeling in Engineering #Advanced Neuroimaging Techniques and Applications #Mathematical Biology Tumor Growth
- p-Poisson surface reconstruction in curl-free flow from point clouds
2023/10/31 by Yesom Park, Tae-Kyung Lee, Park, Yesom +5 · 1 citation
Engineering · Computer Science · #Advanced Numerical Analysis Techniques #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques