| Topic: | [Deep Learning] Semantic Hashing |
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| Department: | Katedra kybernetiky |
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| Supervisor: | Mgr. Oleksandr Shekhovtsov, Ph.D. |
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| Announce as: | Diplomová práce, Bakalářská práce, Semestrální projekt |
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| Description: | We train a neural network to produce a binary hash code suitable for fast and robust look-up of semantically similar queries (documents, images, image patches). Experimental comparison of learning methods and gradient estimators handling binary codes; research of improved learning methods and problem formulations; application to image retrieval / stereo vision. |
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