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cs.CV2022★ 1 cited
Informative Sample-Aware Proxy for Deep Metric Learning
Aoyu Li, Ikuro Sato, Kohta Ishikawa +2
Among various supervised deep metric learning methods proxy-based approaches have achieved high retrieval accuracies. Proxies, which are class-representative points in an embedding…
cs.CV2015
Pairwise Rotation Hashing for High-dimensional Features
Kohta Ishikawa, Ikuro Sato, Mitsuru Ambai
Binary Hashing is widely used for effective approximate nearest neighbors search. Even though various binary hashing methods have been proposed, very few methods are feasible for e…