2022 SEMINAR

Date Name Tittle
Nov, 25, 2022 Taeheon Lee Deep learning for portfolio optimization
Nov, 11, 2022 Yoonseok Kim Time Series Anomaly Detection Paper Review
Oct, 14, 2022 Jiwon Kim Review of Lifter assignment algorithm of overhead hoist transport system in multi floor semiconductor fab using deep learning
Sep, 30, 2022 Byunmin Kim Dynamic dispatching system using a deep denoising autoencoder for semiconductor manufacturing
Sep,7, 2022 Yoonseok Kim Squeezed Convolutional Variational AutoEncoder for Unsupervised Anomaly Detection in Edge Device Industrial Internet of Things
Aug.24, 2022 Jiwon Kim Iterative Two-Stage Hybrid Algorithm for Vehicle Lifter Installation in Semiconductor Manufacturing
Aug.17, 2022 Minjoon Kim Practical Q-learning-based route-guidance and vehicle assignment for OHT systems in semiconductor fabs
Aug.3, 2022 Yoonseok Kim Policy-based reinforcement learning for time series anomaly detection
July.27, 2022 Byunmin Kim Storage prioritization by redistributing wafter lot transfers to enhance real-world fab through out
July.11, 2022 Taeheon Lee Classifying Emotions in Film Music - A Deep Learning Approach Review
June.7, 2022 Minjoon Kim Dynamic job-shop scheduling in smart manufacturing using deep reinforcement learning
May.11, 2022 Byunmin Kim An MDP-Based Lifter Assignment Algorithm for Inter-Line Transportation in Semiconductor Fabrication
May.4, 2022 Yoonseok Kim Generative Adversarial Nets and Improved GAN
April.6, 2022 Taeheon Lee Invariant Information Clustering for Unsupervised Image Classification and Segmentation : Review
March.30, 2022 Jiwon Kim Review of D2F: discriminative dense fusion of appearance and motion modalities for end‑to‑end video classification
March.23, 2022 Dowoon Jang Deep Relation Embedding for Cross-Modal Retrieval
February.3, 2022 Minjoon Kim Deep Reinforcement Learning for Semiconductor Production Scheduling
January.20, 2022 Minjoon Kim A Reinforcement Learning Approach to Robust Scheduling of Semiconductor Manufacturing Facilities