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11/07/2021
Natural Adversarial Objects
Although state-of-the-art object detection methods have shown compelling...
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07/31/2021
On The State of Data In Computer Vision: Human Annotations Remain Indispensable for Developing Deep Learning Models
High-quality labeled datasets play a crucial role in fueling the develop...
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04/20/2021
Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset
How does the accuracy of deep neural network models trained to classify ...
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08/14/2018
ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans
Medical images with specific pathologies are scarce, but a large amount ...
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11/03/2017