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04/03/2023
BOLLWM: A real-world dataset for bollworm pest monitoring from cotton fields in India
This paper presents a dataset of agricultural pest images captured over ...
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08/12/2022
A Case for Rejection in Low Resource ML Deployment
Building reliable AI decision support systems requires a robust set of d...
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06/05/2021
Impact of data-splits on generalization: Identifying COVID-19 from cough and context
Rapidly scaling screening, testing and quarantine has shown to be an eff...
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10/14/2020
Multi-class segmentation under severe class imbalance: A case study in roof damage assessment
The task of roof damage classification and segmentation from overhead im...
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09/17/2020
Cough Against COVID: Evidence of COVID-19 Signature in Cough Sounds
Testing capacity for COVID-19 remains a challenge globally due to the la...
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11/21/2019
xBD: A Dataset for Assessing Building Damage from Satellite Imagery
We present xBD, a new, large-scale dataset for the advancement of change...
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10/14/2019
FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video
In this paper, we share our approach to real-time segmentation of fire p...
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12/17/2018