Repetitive Reprediction Deep Decipher for Semi-Supervised Learning

9 Aug 2019Guo-Hua WangJianxin Wu

Most recent semi-supervised deep learning (deep SSL) methods used a similar paradigm: use network predictions to update pseudo-labels and use pseudo-labels to update network parameters iteratively. However, they lack theoretical support and cannot explain why predictions are good candidates for pseudo-labels... (read more)

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