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 |