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03/10/2023
Accurate Real-time Polyp Detection in Videos from Concatenation of Latent Features Extracted from Consecutive Frames
An efficient deep learning model that can be implemented in real-time fo...
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02/20/2023
Simple U-net Based Synthetic Polyp Image Generation: Polyp to Negative and Negative to Polyp
Synthetic polyp generation is a good alternative to overcome the privacy...
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07/03/2020
Confidence-Aware Learning for Deep Neural Networks
Despite the power of deep neural networks for a wide range of tasks, an ...
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08/30/2019
Bin-wise Temperature Scaling (BTS): Improvement in Confidence Calibration Performance through Simple Scaling Techniques
The prediction reliability of neural networks is important in many appli...
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07/22/2019
Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better?
Automatic polyp detection and segmentation are highly desirable for colo...
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06/27/2019
Abnormal Colon Polyp Image Synthesis Using Conditional Adversarial Networks for Improved Detection Performance
One of the major obstacles in automatic polyp detection during colonosco...
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06/27/2019