Overview of the SISAP 2024 Indexing Challenge

Recent Approaches and Trends in Approximate Nearest Neighbor Search, with Remarks on Benchmarking.

M Aumüller, M Ceccarello - IEEE Data Eng. Bull., 2023 - sites.computer.org
Nearest neighbor search is a computational primitive whose efficiency is paramount to many
applications. As such, the literature recently blossomed with many works focusing on …
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Roargraph: A projected bipartite graph for efficient cross-modal approximate nearest neighbor search

M Chen, K Zhang, Z He, Y **g, XS Wang - ar** Sketches to Index High-Dimensional Data in a Resource-Limited Setting
E Thordsen, E Schubert - International Conference on Similarity Search …, 2024 - Springer
Indexing very large and high-dimensional data in resource-limited settings is a challenging
task. While sketching techniques can reduce the data size, the resulting sketches–if useful …
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