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03/19/2023
Conditional Deformable Image Registration with Spatially-Variant and Adaptive Regularization
Deep learning-based image registration approaches have shown competitive...
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02/04/2023
TAP: The Attention Patch for Cross-Modal Knowledge Transfer from Unlabeled Data
This work investigates the intersection of cross modal learning and semi...
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03/15/2022
TAKDE: Temporal Adaptive Kernel Density Estimator for Real-Time Dynamic Density Estimation
Real-time density estimation is ubiquitous in many applications, includi...
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06/05/2020
Learning from Non-IID Data in Hilbert Spaces: An Optimal Recovery Perspective
The notion of generalization in classical Statistical Learning is often ...
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10/29/2019
Cell Association via Boundary Detection: A Scalable Approach Based on Data-Driven Random Features
The problem of cell association is considered for cellular users present...
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10/11/2019
A General Scoring Rule for Randomized Kernel Approximation with Application to Canonical Correlation Analysis
Random features has been widely used for kernel approximation in large-s...
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09/20/2019