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DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs

DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs

Due to storage and search efficiency, hashing has become significantly prevalent for nearest neighbor search. Particularly, deep hashing methods have greatly improved the search performance, typically under supervised scenarios. In contrast, unsupervised deep hashing models can hardly achieve satisfactory performance due to the lack of supervisory similarity signals. To address …