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08/29/2023
Robust Open-Set Spoken Language Identification and the CU MultiLang Dataset
Most state-of-the-art spoken language identification models are closed-s...
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06/07/2023
ContriMix: Unsupervised disentanglement of content and attribute for domain generalization in microscopy image analysis
Domain generalization is critical for real-world applications of machine...
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05/24/2023
Boundary Attention Mapping (BAM): Fine-grained saliency maps for segmentation of Burn Injuries
Burn injuries can result from mechanisms such as thermal, chemical, and ...
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05/03/2023
Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology
Machine learning algorithms have the potential to improve patient outcom...
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05/20/2022
Modernizing Open-Set Speech Language Identification
While most modern speech Language Identification methods are closed-set,...
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03/14/2022
A Neural Pairwise Ranking Model for Readability Assessment
Automatic Readability Assessment (ARA), the task of assigning a reading ...
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01/08/2020
Stratified Pilot Matching in R: The stratamatch Package
In a block-randomized controlled trial, individuals are subdivided by pr...
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07/04/2019
Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study
Mental illness affects a significant portion of the worldwide population...
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07/04/2019
Application of Transfer Learning for Automatic Triage of Social Media Posts
Mental illness affects a significant portion of the worldwide population...
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02/22/2017