Detail of the student project

List
Topic:[Deep Learning] Semantic Hashing
Department:Katedra kybernetiky
Supervisor:Mgr. Oleksandr Shekhovtsov, Ph.D.
Announce as:Diplomová práce, Bakalářská práce, Semestrální projekt
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.
Responsible person: Petr Pošík