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11/28/2022
Handling Image and Label Resolution Mismatch in Remote Sensing
Though semantic segmentation has been heavily explored in vision literat...
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02/28/2022
EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation
Skin lesions can be an early indicator of a wide range of infectious and...
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10/31/2021
Bayesian optimization of distributed neurodynamical controller models for spatial navigation
Dynamical systems models for controlling multi-agent swarms have demonst...
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03/16/2021
Towards Indirect Top-Down Road Transport Emissions Estimation
Road transportation is one of the largest sectors of greenhouse gas (GHG...
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12/11/2020
RENATA: REpreseNtation And Training Alteration for Bias Mitigation
We propose a novel method for enforcing AI fairness with respect to prot...
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06/25/2020
Estimating Displaced Populations from Overhead
We introduce a deep learning approach to perform fine-grained population...
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06/14/2020
RasterNet: Modeling Free-Flow Speed using LiDAR and Overhead Imagery
Roadway free-flow speed captures the typical vehicle speed in low traffi...
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01/17/2019