2023 SEMINAR

Date Name Tittle
Nov, 11, 2023 Byunmin Kim Deep Q-learning from Demonstrations
Oct, 30, 2023 MinJoon Kim Policy Optimization with Demonstrations
Oct, 16, 2023 Yoonseok Kim CoAtNet: Marrying Convolution and Attention for All Data Sizes
Sep, 11, 2023 Taeheon Lee A novel attention based hybrid CNN RNN architecture for sEMG based gesture recognition
Aug, 13, 2023 Jaehyun Jeon Learnable Triangulation of Human Pose
Aug, 7, 2023 Jiwon Kim POMO: Policy Optimization with Multiple Optima for Reinforcement Learning
July, 31, 2023 Yoonseok Kim Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
July, 22, 2023 Byunmin Kim Predictive vehicle dispatching method for overhead hoist transport systems in semiconductor fabs
July, 17, 2023 Jaehyun Jeon Fusing Wearable IMUs with Multi View Images for Human Pose Estimation : A Geometric Approach
July, 9, 2023 Taeheon Lee Deep salience representations for f0 estimation in polyphonic music
July, 3, 2023 Jiwon Kim Review of A multi-action deep reinforcement learning framework for flexible Job-shop scheduling problem
May, 17, 2023 Byunmin Kim Reservation-based dispatching rule for make-to-order wafer FAB with high-priority lots
May, 10, 2023 Yoonseok Kim Training data-efficient image transformers & distillation through attention
May, 3, 2023 Taeheon Lee AST: Audio Spectrogram Transformer
April, 26, 2023 Jaehyun Jeon Human Pose as Compositional Tokens
April, 5, 2023 Jiwon Kim Practical Q learning based Route Guidance and Vehicle assignment for OHT systems in semiconductor FABs
Mar, 29, 2023 Yoonseok Kim Noise or Signal: The Role of Image Background in Object Recognition
Mar, 29, 2023 Byunmin Kim Real-time scheduling for re-entrant hybrid flow shops: A decision tree based mechanism and its application to a TFT-LCD line
Mar, 15, 2023 Jaehyun Jeon 1) 3D Human Pose Estimation Using Convolutional Neural Networks with 2D Information
2) LCR-Net++:Multi-person 2D and 3D Pose Detection in Natural Images
Mar, 15, 2023 Taeheon Lee Multi-Modality in Music: Predicting Emotion in Music from High-Level Audio Feature and Lyrics
Feb, 22, 2023 Yoonseok Kim A Simple Framework for Contrastive Learning of Visual Representation
Feb, 15, 2023 Byunmin Kim Selection of dispatching rules on multiple dispatching decision points in real-time scheduling of a semiconductor wafer fabrication system
Feb, 1, 2023 Taeheon Lee A Multimodal Music Emotion Classification Method Based On Multi feature Combined Network Classifier
Jan, 11, 2023 Byunmin Kim Lot targeting and lot dispatching decision policies for semiconductor manufacturing: optimisation under uncertainty with simulation