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11/23/2020
Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification
Human Settlement Extent (HSE) and Local Climate Zone (LCZ) maps are both...
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04/06/2020
A Generalized Multi-Task Learning Approach to Stereo DSM Filtering in Urban Areas
City models and height maps of urban areas serve as a valuable data sour...
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02/19/2020
Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping – Challenges and Opportunities
Fully automatic large-scale land cover mapping belongs to the core chall...
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07/25/2019
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification
We introduce MultiDepth, a novel training strategy and convolutional neu...
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05/16/2018
Auxiliary Tasks in Multi-task Learning
Multi-task convolutional neural networks (CNNs) have shown impressive re...
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05/03/2018