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barycenter-shift

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cooper-rm / SimilarityDriftInImageEmbeddings

This project investigates how ANN methods deform the geometric structure of image embedding neighborhoods when compared to an exact k-NN search.

nearest-neighbor-search approximate-nearest-neighbor-search manifold-learning similarity-search hnsw high-dimensionality image-embeddings local-intrinsic-dimensionality intrinsic-dimensionality neighbor-hood-geometry barycenter-shift

Updated Dec 22, 2025
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