Supervised Hashing
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Supervised Hashing is one of the most active areas in Awesome Similarity Search β 498 papers in this collection, evaluated on datasets like CIFAR-10, ImageNet, MNIST. A strong starting point is "Neural Vector Spaces For Unsupervised Information Retrieval".