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09/07/2022
Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers
Recent trends in self-supervised representation learning have focused on...
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01/06/2022
HyperionSolarNet: Solar Panel Detection from Aerial Images
With the effects of global climate change impacting the world, collectiv...
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09/25/2021
Multi-source Few-shot Domain Adaptation
Multi-source Domain Adaptation (MDA) aims to transfer predictive models ...
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08/12/2021
Self-supervised Contrastive Learning for Irrigation Detection in Satellite Imagery
Climate change has caused reductions in river runoffs and aquifer rechar...
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09/16/2020
Evaluating Self-Supervised Pretraining Without Using Labels
A common practice in unsupervised representation learning is to use labe...
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02/26/2020
Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey
In many practical applications, it is often difficult and expensive to o...
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04/11/2013