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SGNet: A Super-class Guided Network for Image Classification and Object Detection
Most classification models treat different object classes in parallel an...
04/26/2021 ∙ by Kaidong Li, et al. ∙
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Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations
Colorectal cancer (CRC) is one of the most common types of cancer with a...
04/22/2021 ∙ by Kaidong Li, et al. ∙
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Why Layer-Wise Learning is Hard to Scale-up and a Possible Solution via Accelerated Downsampling
Layer-wise learning, as an alternative to global back-propagation, is ea...
10/15/2020 ∙ by Wenchi Ma, et al. ∙
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Location-Aware Box Reasoning for Anchor-Based Single-Shot Object Detection
In the majority of object detection frameworks, the confidence of instan...
07/13/2020 ∙ by Wenchi Ma, et al. ∙
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A Comparative Study on Polyp Classification using Convolutional Neural Networks
Colorectal cancer is the third most common cancer diagnosed in both men ...
07/12/2020 ∙ by Krushi Patel, et al. ∙
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Object Detection with Convolutional Neural Networks
In this chapter, we present a brief overview of the recent development i...
12/04/2019 ∙ by Kaidong Li, et al. ∙
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