2021 SEMINAR

Date Name Tittle
December.16, 2021 Minjoon Kim Learning to schedule job-shop problems Representation and policy learning using graph neural network and reinforcement learning
November.18, 2021 Dowoon Jang Zero-Shot Learning for Audio-based Music Classification and Tagging
November.4 2021 Minjoon Kim Learning to schedule job-shop problems Representation and policy learning using graph neural network and reinforcement learning
October.07, 2021 Dowoon Jang Emotion-based End-to End Matching Between Image and Music in Valence-Arousal Space
September.30, 2021 Minjoon Kim Learning to schedule job-shop problems representation and policy learning using graph neural network and reinforcement learning
September.16, 2021 Minjoon Kim Reinforcement learning for an intelligent and autonomous production control of complex job shops under time constraints
August.12, 2021 Seungyeon Kang Prediction of disease progression and outcomes in multiple sclerosis with machine learning
July.29, 2021 Dowoon Jang Content-Based Video-Music Retrieval Using Soft Intra-Modal Structure Constraint
July.22, 2021 Minjoon Kim A Reinforcement Learning Method for Multi-AGV Scheduling in Manufacturing
July.15, 2021 Seungyeon Kang A modular cluster based collaborative recommender system for cardiac patients
May.20, 2021 Dowoon Jang Deep learning based late fusion of multimodal information for emotion classification of music video
May.13, 2021 Minjoon Kim Deep Reinforcement Learning for Multiagent systems: A review of challenges, solutions and applications
April.01, 2021 Dowoon Jang Background music recommendation based on latent factors and moods
March.18, 2021 Minjoon Kim Q learning-based dynamic route guidance algorithm for overhead hoist transport system in semiconductor fabs
March.04, 2021 Seunghwa Baek Multi-label based similarity learning for vehicle re-identification
February.18, 2021 Sangho Oh Personalized-Multimorbidity Management for Patient with Type-2
January.21, 2021 Minjoon Kim DASH-a Markov Decision Based Rate Adaptation Approach for Dynamic HTTP Streaming
January.06, 2021 Seunghwa Baek Risk Prediction with Electronic Health Records