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07/26/2023
Hypergraph Isomorphism Computation
The isomorphism problem is a fundamental problem in network analysis, wh...
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06/12/2023
Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound Images
Deep learning (DL) has proven highly effective for ultrasound-based comp...
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05/25/2023
Multi-scale Efficient Graph-Transformer for Whole Slide Image Classification
The multi-scale information among the whole slide images (WSIs) is essen...
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05/04/2023
Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction
Multi-modal Magnetic Resonance Imaging (MRI) plays an important role in ...
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04/22/2023
Fast MRI Reconstruction via Edge Attention
Fast and accurate MRI reconstruction is a key concern in modern clinical...
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03/29/2023
Domain Adaptive Semantic Segmentation by Optimal Transport
Scene segmentation is widely used in the field of autonomous driving for...
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03/14/2023
Sliding at first order: Higher-order momentum distributions for discontinuous image registration
In this paper, we propose a new approach to deformable image registratio...
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01/21/2023
CoBigICP: Robust and Precise Point Set Registration using Correntropy Metrics and Bidirectional Correspondence
In this paper, we propose a novel probabilistic variant of iterative clo...
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08/26/2022
Deep Hypergraph Structure Learning
Learning on high-order correlation has shown superiority in data represe...
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05/31/2022