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Similarity Learning, Euclidean, Cosine, Manhattan, Jaccard, Mahalanobis,…
Similarity Learning
Machine learning-based
Self-Supervised Learning
Clustering-Based: DeepCluster, SwAV
Augmentation-Based: SimCLR, BYOL, MoCo, DINO
Unsupervised Learning
Clustering: k-means, Spectral Clustering
Dimensionality Reduction: PCA, t-SNE, UMAP, Isomap
Supervised
Metric Learning: Prototypical Networks, Siamese Networks
Rank Based: Triplet Loss, Quadruplet Loss
Hybrid: modelsArcFace, CosFace, SphereFace
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Euclidean, Cosine, Manhattan, Jaccard, Mahalanobis
Edit Distance, Levenshtein, N-grams, LCS
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KL Divergence, Bhattacharyya, Jensen-Shannon
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