4 citations · 6 across the 6 of their papers we have counts for
6 papers
AviationGPT: A Large Language Model for the Aviation Domain
Liya Wang, Jason Chou, Xin Zhou +2
The advent of ChatGPT and GPT-4 has captivated the world with large language models (LLMs), demonstrating exceptional performance in question-answering, summarization, and content…
Adapting Sentence Transformers for the Aviation Domain
Liya Wang, Jason Chou, Dave Rouck +2
Learning effective sentence representations is crucial for many Natural Language Processing (NLP) tasks, including semantic search, semantic textual similarity (STS), and clusterin…
Remote Sensing Scene Classification with Masked Image Modeling (MIM)
Liya Wang, Alex Tien
Remote sensing scene classification has been extensively studied for its critical roles in geological survey, oil exploration, traffic management, earthquake prediction, wildfire m…
Aerial Image Object Detection With Vision Transformer Detector (ViTDet)
Liya Wang, Alex Tien
The past few years have seen an increased interest in aerial image object detection due to its critical value to large-scale geo-scientific research like environmental studies, urb…
Airport Taxi Time Prediction and Alerting: A Convolutional Neural Network Approach
Erik Vargo, Alex Tien, Arian Jafari
This paper proposes a novel approach to predict and determine whether the average taxi- out time at an airport will exceed a pre-defined threshold within the next hour of operation…
Multi-Airport Delay Prediction with Transformers
Liya Wang, Alex Tien, Jason Chou
Airport performance prediction with a reasonable look-ahead time is a challenging task and has been attempted by various prior research. Traffic, demand, weather, and traffic manag…