1 citations · 1 across the 4 of their papers we have counts for
4 papers
WalkCLIP: Multimodal Learning for Urban Walkability Prediction
Shilong Xiang, JangHyeon Lee, Min Namgung +1
Urban walkability is a cornerstone of public health, sustainability, and quality of life. Traditional walkability assessments rely on surveys and field audits, which are costly and…
Transit for All: Mapping Equitable Bike2Subway Connection using Region Representation Learning
Min Namgung, JangHyeon Lee, Fangyi Ding +1
Ensuring equitable public transit access remains challenging, particularly in densely populated cities like New York City (NYC), where low-income and minority communities often fac…
Anchors Aweigh! Sail for Optimal Unified Multi-Modal Representations
Minoh Jeong, Zae Myung Kim, Min Namgung +3
A unified representation space in multi-modal learning is essential for effectively integrating diverse data sources, such as text, images, and audio, to enhance efficiency and per…
The mapKurator System: A Complete Pipeline for Extracting and Linking Text from Historical Maps
Jina Kim, Zekun Li, Yijun Lin +3
Scanned historical maps in libraries and archives are valuable repositories of geographic data that often do not exist elsewhere. Despite the potential of machine learning tools li…