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01/15/2023
BuildSeg: A General Framework for the Segmentation of Buildings
Building segmentation from aerial images and 3D laser scanning (LiDAR) i...
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12/18/2022
Mask-FPAN: Semi-Supervised Face Parsing in the Wild With De-Occlusion and UV GAN
Fine-grained semantic segmentation of a person's face and head, includin...
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12/18/2022
LR-CSNet: Low-Rank Deep Unfolding Network for Image Compressive Sensing
Deep unfolding networks (DUNs) have proven to be a viable approach to co...
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03/30/2022
Remember to correct the bias when using deep learning for regression!
When training deep learning models for least-squares regression, we cann...
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12/21/2021
Deep Learning Based 3D Point Cloud Regression for Estimating Forest Biomass
Knowledge of forest biomass stocks and their development is important fo...
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09/29/2020
Attentional Feature Fusion
Feature fusion, the combination of features from different layers or bra...
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07/15/2020
Attention as Activation
Activation functions and attention mechanisms are typically treated as h...
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12/10/2019
Magnitude and Uncertainty Pruning Criterion for Neural Networks
Neural networks have achieved dramatic improvements in recent years and ...
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12/04/2019
Detecting Hardly Visible Roads in Low-Resolution Satellite Time Series Data
Massive amounts of satellite data have been gathered over time, holding ...
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06/11/2019