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08/04/2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP
Open-vocabulary segmentation is a challenging task requiring segmenting ...
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10/20/2022
GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research
Geospatial Artificial Intelligence (GeoAI) is an interdisciplinary field...
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04/12/2022
DistPro: Searching A Fast Knowledge Distillation Process via Meta Optimization
Recent Knowledge distillation (KD) studies show that different manually ...
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04/12/2022
NightLab: A Dual-level Architecture with Hardness Detection for Segmentation at Night
The semantic segmentation of nighttime scenes is a challenging problem t...
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06/24/2021
AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation
Neural network-based semantic segmentation has achieved remarkable resul...
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12/08/2020
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery
Land-cover classification using remote sensing imagery is an important E...
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12/23/2019
Generalizing Deep Models for Overhead Image Segmentation Through Getis-Ord Gi* Pooling
That most deep learning models are purely data driven is both a strength...
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02/19/2019
Using Conditional Generative Adversarial Networks to Generate Ground-Level Views From Overhead Imagery
This paper develops a deep-learning framework to synthesize a ground-lev...
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07/23/2018
Region Convolutional Features for Multi-Label Remote Sensing Image Retrieval
Conventional remote sensing image retrieval (RSIR) systems usually perfo...
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06/13/2018
What Is It Like Down There? Generating Dense Ground-Level Views and Image Features From Overhead Imagery Using Conditional Generative Adversarial Networks
This paper investigates conditional generative adversarial networks (cGA...
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02/21/2018
Spatial Morphing Kernel Regression For Feature Interpolation
In recent years, geotagged social media has become popular as a novel so...
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02/07/2018
Fine-Grained Land Use Classification at the City Scale Using Ground-Level Images
We perform fine-grained land use mapping at the city scale using ground-...
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11/09/2017