Search Results for author: Tianyuan Huang

Found 5 papers, 1 papers with code

SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing

1 code implementation20 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).

Attribute Cross-Modal Retrieval +3

Detecting Neighborhood Gentrification at Scale via Street-level Visual Data

no code implementations4 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.

valid

Estimating building energy efficiency from street view imagery, aerial imagery, and land surface temperature data

no code implementations5 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.

Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond

no code implementations6 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).

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