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09/18/2023
Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning
Footpath mapping, modeling, and analysis can provide important geospatia...
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05/11/2023
Undercover Deepfakes: Detecting Fake Segments in Videos
The recent renaissance in generative models, driven primarily by the adv...
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05/05/2023
Semantic Segmentation using Vision Transformers: A survey
Semantic segmentation has a broad range of applications in a variety of ...
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03/13/2023
FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning
In recent decades, wildfires, as widespread and extremely destructive na...
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03/12/2023
DINO-MC: Self-supervised Contrastive Learning for Remote Sensing Imagery with Multi-sized Local Crops
Due to the costly nature of remote sensing image labeling and the large ...
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10/06/2022
IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C)
This paper describes the experimental framework and results of the IJCB ...
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08/17/2022
Urban feature analysis from aerial remote sensing imagery using self-supervised and semi-supervised computer vision
Analysis of overhead imagery using computer vision is a problem that has...
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08/15/2022
Self-Supervised Vision Transformers for Malware Detection
Malware detection plays a crucial role in cyber-security with the increa...
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08/03/2022
DALLE-URBAN: Capturing the urban design expertise of large text to image transformers
Automatically converting text descriptions into images using transformer...
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03/08/2022
Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations
Self-supervision based deep learning classification approaches have rece...
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12/15/2021
Does a Face Mask Protect my Privacy?: Deep Learning to Predict Protected Attributes from Masked Face Images
Contactless and efficient systems are implemented rapidly to advocate pr...
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06/10/2021