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03/14/2023
Tensor-based Multimodal Learning for Prediction of Pulmonary Arterial Wedge Pressure from Cardiac MRI
Heart failure is a serious and life-threatening condition that can lead ...
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02/28/2022
A Machine Learning Method for Material Property Prediction: Example Polymer Compatibility
Prediction of material property is a key problem because of its signific...
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08/17/2021
Channel-Temporal Attention for First-Person Video Domain Adaptation
Unsupervised Domain Adaptation (UDA) can transfer knowledge from labeled...
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06/27/2021
A Behavior-aware Graph Convolution Network Model for Video Recommendation
Interactions between users and videos are the major data source of perfo...
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06/22/2021
Team PyKale (xy9) Submission to the EPIC-Kitchens 2021 Unsupervised Domain Adaptation Challenge for Action Recognition
This report describes the technical details of our submission to the EPI...
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06/17/2021
PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python
Machine learning is a general-purpose technology holding promises for ma...
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03/26/2019
Domain Independent SVM for Transfer Learning in Brain Decoding
Brain imaging data are important in brain sciences yet expensive to obta...
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12/04/2018
Sturm: Sparse Tubal-Regularized Multilinear Regression for fMRI
While functional magnetic resonance imaging (fMRI) is important for heal...
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06/07/2018
Dimensionality-Driven Learning with Noisy Labels
Datasets with significant proportions of noisy (incorrect) class labels ...
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06/30/2017
Providing Effective Real-time Feedback in Simulation-based Surgical Training
Virtual reality simulation is becoming popular as a training platform in...
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03/04/2017