no code implementations • 2 Jan 2024 • Tianyuan Huang, Zejia Wu, Jiajun Wu, Jackelyn Hwang, Ram Rajagopal
Urban transformations have profound societal impact on both individuals and communities at large.
1 code implementation • 20 Dec 2023 • Zhecheng Wang, Rajanie Prabha, Tianyuan Huang, Jiajun Wu, Ram Rajagopal
Remote sensing imagery, despite its broad applications in helping achieve Sustainable Development Goals and tackle climate change, has not yet benefited from the recent advancements of versatile, task-agnostic vision language models (VLMs).
no code implementations • 4 Jan 2023 • Tianyuan Huang, Timothy Dai, Zhecheng Wang, Hesu Yoon, Hao Sheng, Andrew Y. Ng, Ram Rajagopal, Jackelyn Hwang
Neighborhood gentrification plays a significant role in shaping the social and economic well-being of both individuals and communities at large.
no code implementations • 5 Jun 2022 • Kevin Mayer, Lukas Haas, Tianyuan Huang, Juan Bernabé-Moreno, Ram Rajagopal, Martin Fischer
Current methods to determine the energy efficiency of buildings require on-site visits of certified energy auditors which makes the process slow, costly, and geographically incomplete.
no code implementations • 6 May 2021 • Tianyuan Huang, Zhecheng Wang, Hao Sheng, Andrew Y. Ng, Ram Rajagopal
Recent urbanization has coincided with the enrichment of geotagged data, such as street view and point-of-interest (POI).