Presentations
Presentations for 5 most recent years are listed below.
• IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023. “GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation”, Lee, M.S., Yang, S.W., Han, S.W. 2023.
• INTERSPEECH 2022. “Multi-View Attention Transfer for Efficient Speech Enhancement”, Shin, W., Park, H.J., Kim, J.S., Lee, B.H., Han, S.W. 2022.
• 2022 Korea Data Mining Society, “Multimodal-based COVID-19 detection using cough sound data”, Kim, T., Heo, J.H, Park, S.H., Han, S.W. 2022.
• 2022 Korean Institute of Industrial Engineers/The Korean Operations Research and Management Science Society Spring Conference, “Long-term destination prediction model of international maritime vessel operation using automatic identification system (AIS) data”, Kim, J.S., Park, H.J., Shin, W., Han, S.W. 2022.
• 2022 Korean Institute of Industrial Engineers/The Korean Operations Research and Management Science Society Spring Conference, “Development of Deep Learning for Noise Removal in Atomic Force Microscopy Images”, Jung, H., Han, G., Han, S.W. 2022.
• 2022 Korean Institute of Industrial Engineers/The Korean Operations Research and Management Science Society Spring Conference, “Transmission of multi-view feature attention for efficient speech enhancement”, Shin, W., Park, H.J., Kim, J.S., Lee, B.H., Han, S.W. 2022.
• 2022 Korean Institute of Industrial Engineers/The Korean Operations Research and Management Science Society Spring Conference, “Energy-Based Models in Unpaired Image-to-Image Transformations and Effective Multi-Dimensional Latent Space Transfer”, Han, G., Min, J., Han, S.W. 2022.
• 2022 Korean Institute of Industrial Engineers/The Korean Operations Research and Management Science Society Spring Conference, “Development of a transformer-based predictive model from a complementary reliability perspective for predicting vehicle reliability”, Park, H.J., Kim, T., Kim, Y.S., Min, J., Han, S.W. 2022.
• 2022 Korean Institute of Industrial Engineers/The Korean Operations Research and Management Science Society Spring Conference, “Creating data-based sentences using the WIKIBIO dataset”, Kim, Y.S., Lee, B.H., Han, S.W. 2022.
• 2022 IEEE International Conference on Acoustics, Speech and Signal Processing. “MANNER: MULTI-VIEW ATTENTION NETWORK FOR NOISE ERASURE”, Park, H.J., Kang, B.H., Shin, W., Kim, J.S., and Han, S.W. May. 12, 2022.
• AAAI 2022 SA and poster session, The Association for the Advancement of Artificial Intelligence, Virtual Conference. “TRACER: Extreme Attention guided Salient Object Tracing Network”, Lee, M.S., Shin, W., and Han, S.W. Feb. 24, 2022.
• Korea Data Mining Society 2021, L Tower. “Propagating Complimentary Multi-Level Aggregation Network for Polyp Segmentation”, Shin, W., Lee, M.S., Han, S.W. Nov. 25, 2021.
• 2021 Joint Statistical Conference for Clinical Trials and Research, National Institute of Food and Drug Safety Evaluation, Online. “Case Study of Deep Learning in Medical Fields”, Han, S.W. Nov. 11, 2021.
• Korea Big Data Service Society Workshop, Korea Big Data Service Society, Online. “Case Study of Deep Learning in Medical Fields”, Han, S.W. Aug. 19, 2021.
• ACH 2021, The Association for Computers and the Humanities, Virtual Conference. “The Automatic Generation of Contextual Questions and Answers for English Learners”, Kang, M., Ahn, S., Kim, H., Kim, D., and Han, S.W. Jul. 21, 2021.
• 2021 Korea Reliability Society Spring Academic Conference, Korea Reliability Society, Jeju Kal hotel. “Automobile Parts Failure Prediction based on Semi-Supervised Learning using Claim Data”, Kim, T., Park, W., Sung, G., Han, S.W. Jul.2, 2021.
• 2021 Korean Institute of Industrial Engineers/The Korean Operations Research and Management Science Society Spring Conference, Jeju International Convention Center (ICC). “Out-of-Distribution Detection of Forged and Altered Photos using Digital Watermarks”, Kim, T., Lim, J., and Han, S.W. Jun. 3, 2021.
• Korea Data Mining Society 2020 Fall Conference, Korea Data Mining Conference, Korea University. “Solar Radiation Quantity Image Generation using LSTM-based Deep Learning”, Lee, J., Park, S., Kim, T., Kim, C., Han, S.W. Nov. 26, 2020.
• Korea Data Mining Society 2019 Fall Conference, Korea Data Mining Conference, Korea University. “Arrhythmia Detection Model Generation and Visualization using Deep Learning”, Kim, J., Jung, S., Park, J., Han, S.W. Nov. 29, 2019.
• Korea Data Mining Society 2019 Fall Conference, Korea Data Mining Society, Korea University. “Estimation of joint directed acyclic graph for gene network analysis” Park, S., Han, S.W., Kim, S. Nov. 29, 2019.
• ICISE2019, Seoul, Korea. “The estimation of risk-gene networks and the prediction of survival risks”, Minhyeok Lee, Sung Won Han, Junhee Seok. June. 26, 2019.
• Korea Data Mining Society 2019 Spring Conference, Korea Data Mining Society, Seoul Coex Convention Center. “A Study on the Pneumoconiosis Diagnostic Assistance System using Convolutional Neural Network”, Song, J., Han, S.W., Myung, J. Apr. 11, 2019.
• Korea Data Mining Society 2019 Spring Conference, Korea Data Mining Society, Seoul Coex Convention Center. “Development of Typhoon Center Position and Intensity Calculation Model using Faster R-CNN”, Lee, S., Lee, S., Lee, J., and Han, S.W. Apr. 11, 2019.
• Korea Data Mining Society 2019 Spring Conference, Korea Data Mining Society, Seoul Coex Convention Center. “The Maximum Wind Speed Calculation using Recurrent Convolutional Neural Network”, Lee, M., Lee, S., Lee, J., and Han, S.W. Apr. 11, 2019.
• Korea Data Mining Society 2019 Spring Conference, Korea Data Mining Society, Seoul Coex Convention Center. “Syllable Vector Generation and Convolutional Neural Network-based Emotion Analysis using Graphemes”, Choi, J., Han, S.W. Apr. 11, 2019.
• Specialist Guest Lecture about Applications of Machine Learning Techniques, Korea Institute of Energy Research. “Process of Weather Data Processing using Machine Learning Techniques”, Mar. 15, 2019.
• Korea Institute of S&T Evaluation and Planning Guest Lecture, Korea Institute of S&T Evaluation and Planning. “Outline and Case Study of Analysis of Deep Learning – Analyzing Weather Information and Medical Data using Deep Learning”, Mar. 15, 2019.