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08/24/2023
Source-Free Collaborative Domain Adaptation via Multi-Perspective Feature Enrichment for Functional MRI Analysis
Resting-state functional MRI (rs-fMRI) is increasingly employed in multi...
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06/20/2023
Brain Anatomy Prior Modeling to Forecast Clinical Progression of Cognitive Impairment with Structural MRI
Brain structural MRI has been widely used to assess the future progressi...
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01/03/2023
Brain Tissue Segmentation Across the Human Lifespan via Supervised Contrastive Learning
Automatic segmentation of brain MR images into white matter (WM), gray m...
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05/30/2022
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution
In this paper, we investigate the problem of hyperspectral (HS) image sp...
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12/15/2021
Robust Depth Completion with Uncertainty-Driven Loss Functions
Recovering a dense depth image from sparse LiDAR scans is a challenging ...
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04/06/2021
Searching Efficient Model-guided Deep Network for Image Denoising
Neural architecture search (NAS) has recently reshaped our understanding...
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03/12/2021
Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging
In coded aperture snapshot spectral imaging (CASSI) system, the real-wor...
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04/11/2020
MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment
Recently, increasing interest has been drawn in exploiting deep convolut...
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09/15/2017