Laplacian Denoising Autoencoder
arXiv preprint arXiv:2003.13623, 2020.
While deep neural networks have been shown to perform remarkably well in many machine learning tasks, labeling a large amount of ground truth data for supervised training is usually very costly to scale. Therefore, learning robust representations with unlabeled data is critical in relieving human effort and vital for many downstream tasks...More
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