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07/29/2023
Separate Scene Text Detector for Unseen Scripts is Not All You Need
Text detection in the wild is a well-known problem that becomes more cha...
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10/06/2021
MTCD: Cataract Detection via Near Infrared Eye Images
Globally, cataract is a common eye disease and one of the leading causes...
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08/08/2020
Unravelling Small Sample Size Problems in the Deep Learning World
The growth and success of deep learning approaches can be attributed to ...
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04/01/2020
Generalized Zero-Shot Learning Via Over-Complete Distribution
A well trained and generalized deep neural network (DNN) should be robus...
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12/10/2018
Guided Dropout
Dropout is often used in deep neural networks to prevent over-fitting. C...
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03/30/2018
Learning Structure and Strength of CNN Filters for Small Sample Size Training
Convolutional Neural Networks have provided state-of-the-art results in ...
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01/30/2018