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08/07/2022
Adaptive Local Implicit Image Function for Arbitrary-scale Super-resolution
Image representation is critical for many visual tasks. Instead of repre...
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07/11/2022
Privacy-preserving Decentralized Deep Learning with Multiparty Homomorphic Encryption
Decentralized deep learning plays a key role in collaborative model trai...
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07/07/2022
What Makes for Automatic Reconstruction of Pulmonary Segments
3D reconstruction of pulmonary segments plays an important role in surgi...
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07/02/2022
Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach
Medical image synthesis has attracted increasing attention because it co...
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05/17/2022
blob loss: instance imbalance aware loss functions for semantic segmentation
Deep convolutional neural networks have proven to be remarkably effectiv...
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03/19/2022
Relationformer: A Unified Framework for Image-to-Graph Generation
A comprehensive representation of an image requires understanding object...
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03/10/2021
Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient
In this study, we explore quantitative correlates of qualitative human e...
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04/29/2019
