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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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01/30/2022
Extracting Built Environment Features for Planning Research with Computer Vision: A Review and Discussion of State-of-the-Art Approaches
This is an extended abstract for a presentation at The 17th Internationa...
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06/11/2021
Probability Paths and the Structure of Predictions over Time
In settings ranging from weather forecasts to political prognostications...
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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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05/04/2021
Surveilling Surveillance: Estimating the Prevalence of Surveillance Cameras with Street View Data
The use of video surveillance in public spaces – both by government agen...
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01/24/2021
Multi-Task Time Series Forecasting With Shared Attention
Time series forecasting is a key component in many industrial and busine...
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11/25/2020
AGenT Zero: Zero-shot Automatic Multiple-Choice Question Generation for Skill Assessments
Multiple-choice questions (MCQs) offer the most promising avenue for ski...
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11/14/2020
OGNet: Towards a Global Oil and Gas Infrastructure Database using Deep Learning on Remotely Sensed Imagery
At least a quarter of the warming that the Earth is experiencing today i...
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11/11/2020
ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery
Characterizing the processes leading to deforestation is critical to the...
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10/09/2020
Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models
Advancing probabilistic solar forecasting methods is essential to suppor...
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05/07/2020
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture
How can we effectively leverage the domain knowledge from remote sensing...
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04/21/2020
The 1st Agriculture-Vision Challenge: Methods and Results
The first Agriculture-Vision Challenge aims to encourage research in dev...
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04/15/2019
PIV-Based 3D Fluid Flow Reconstruction Using Light Field Camera
Particle Imaging Velocimetry (PIV) estimates the flow of fluid by analyz...
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04/04/2019