Deep Learning, Artificial Intelligence, Self Supervised Learning, Semi Supervised Learning, Graph Laplacian.
obtaining smoothed pseudo labels via LP, the pseudo labels with the nearest neighbor graph are used to perform weighted k-NN classification. Weighted k-NN based on the corrupted labels are used as a baseline. As shown in the above figure, pseudo labels obtained via LP offer more robust performance