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05/06/2021
Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing
Face anti-spoofing approach based on domain generalization(DG) has drawn...
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04/06/2021
DCANet: Dense Context-Aware Network for Semantic Segmentation
As the superiority of context information gradually manifests in advance...
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04/04/2021
Contrast-enhanced MRI Synthesis Using 3D High-Resolution ConvNets
Gadolinium-based contrast agents (GBCAs) have been widely used to better...
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05/30/2020
Attention-Guided Discriminative Region Localization for Bone Age Assessment
Bone age assessment (BAA) is clinically important as it can be used to d...
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03/08/2020
Deep Learning Guided Undersampling Mask Design for MR Image Reconstruction
In this paper, we propose a cross-domain networks that can achieve under...
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12/27/2019
HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation
Minimizing the discrepancy of feature distributions between different do...
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05/26/2019
Selective Transfer with Reinforced Transfer Network for Partial Domain Adaptation
Partial domain adaptation (PDA) extends standard domain adaptation to a ...
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04/13/2019
Towards Self-similarity Consistency and Feature Discrimination for Unsupervised Domain Adaptation
Recent advances in unsupervised domain adaptation mainly focus on learni...
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01/07/2019
Double Weighted Truncated Nuclear Norm Regularization for Low-Rank Matrix Completion
Matrix completion focuses on recovering a matrix from a small subset of ...
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01/07/2019
Truncated nuclear norm regularization for low-rank tensor completion
Recently, low-rank tensor completion has become increasingly attractive ...
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09/04/2018
Parameter Transfer Extreme Learning Machine based on Projective Model
Recent years, transfer learning has attracted much attention in the comm...
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08/28/2018
Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation
Recently, considerable effort has been devoted to deep domain adaptation...
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12/03/2017