IEEE

Evaluation of Encoder-Only Transformer for Multi-Step Traffic Flow Prediction

Abstract: Traffic flow prediction is critical for Intelligent Transportation Systems to alleviate congestion and optimize traffic management. The existing basic Encoder-Decoder Transformer model for ...
IEEE

Micro-Expression Recognition Using Convolutional Variational Attention Transformer (ConVAT) With Multihead Attention Mechanism

Abstract: Micro-Expression Recognition is crucial in various fields such as behavioral analysis, security, and psychological studies, offering valuable insights into subtle and often concealed ...
GitHub

Integrating Chemical Structure and Transcriptional Responses via Dual-Encoder Contrastive Learning for Drug Repurposing

¹Interdisciplinary Program in Bioinformatics, Seoul National University ²Department of Defense Science, Korea National Defense University ³Department of Computer Science, Seoul National University ...