Unsupervised Deep Learning by Neighbourhood Discovery

25 Apr 2019Jiabo HuangQi DongShaogang GongXiatian Zhu

Deep convolutional neural networks (CNNs) have demonstrated remarkable success in computer vision by supervisedly learning strong visual feature representations. However, training CNNs relies heavily on the availability of exhaustive training data annotations, limiting significantly their deployment and scalability in many application scenarios... (read more)

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