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Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization
Unsupervised domain adaptation (UDA) in semantic segmentation is a funda...
03/24/2021 ∙ by Haoyu Ma, et al. ∙
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Good Students Play Big Lottery Better
Lottery ticket hypothesis suggests that a dense neural network contains ...
01/08/2021 ∙ by Haoyu Ma, et al. ∙
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SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation
Graph Neural Networks (GNNs) generalize neural networks from application...
09/25/2020 ∙ by Deying Kong, et al. ∙
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Real-MFF Dataset: A Large Realistic Multi-focus Image Dataset with Ground Truth
Multi-focus image fusion, a technique to generate an all-in-focus image ...
03/28/2020 ∙ by Juncheng Zhang, et al. ∙
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Rotation-invariant Mixed Graphical Model Network for 2D Hand Pose Estimation
In this paper, we propose a new architecture named Rotation-invariant Mi...
02/05/2020 ∙ by Deying Kong, et al. ∙
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Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation
Hand pose estimation is more challenging than body pose estimation due t...
01/24/2020 ∙ by Yifei Chen, et al. ∙
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An α-Matte Boundary Defocus Model Based Cascaded Network for Multi-focus Image Fusion
Capturing an all-in-focus image with a single camera is difficult since ...
10/29/2019 ∙ by Haoyu Ma, et al. ∙
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Adaptive Graphical Model Network for 2D Handpose Estimation
In this paper, we propose a new architecture called Adaptive Graphical M...
09/18/2019 ∙ by Deying Kong, et al. ∙
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Boundary Aware Multi-Focus Image Fusion Using Deep Neural Network
Since it is usually difficult to capture an all-in-focus image of a 3D s...
03/30/2019 ∙ by Haoyu Ma, et al. ∙
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