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01/04/2023
Detecting Neighborhood Gentrification at Scale via Street-level Visual Data
Neighborhood gentrification plays a significant role in shaping the soci...
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06/11/2021
AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation
Most of the achievements in artificial intelligence so far were accompli...
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05/06/2021
Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond
Recent urbanization has coincided with the enrichment of geotagged data,...
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10/10/2020
Image Generation With Neural Cellular Automatas
In this paper, we propose a novel approach to generate images (or other ...
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09/20/2020
Predicting Geographic Information with Neural Cellular Automata
This paper presents a novel framework using neural cellular automata (NC...
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01/29/2020
Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding
Understanding intrinsic patterns and predicting spatiotemporal character...
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10/19/2019