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08/13/2023
Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise
Deep neural networks have proven to be highly effective when large amoun...
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03/03/2023
TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision
A large body of previous machine learning methods for ultrasound-based p...
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11/01/2022
Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound
Deep learning-based analysis of high-frequency, high-resolution micro-ul...
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07/21/2022
Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound
MOTIVATION: Detection of prostate cancer during transrectal ultrasound-g...
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10/09/2020
Be Your Own Best Competitor! Multi-Branched Adversarial Knowledge Transfer
Deep neural network architectures have attained remarkable improvements ...
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01/02/2020
Lightweight Residual Densely Connected Convolutional Neural Network
Extremely efficient convolutional neural network architectures are one o...
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12/27/2019
Pointwise Attention-Based Atrous Convolutional Neural Networks
With the rapid progress of deep convolutional neural networks, in almost...
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12/25/2019