Aleksandr Melnikov is an author at ITMO University specializing in engineering, deep learning, and knowledge discovery.
Top concepts
EngineeringData MiningData ScienceDeep LearningComputer ScienceMachine LearningKnowledge DiscoveryPattern RecognitionHealthRobotics
Publications per year
2008–2020
4
4
Boris Sekachev, Nikita Manovich, Maxim Zhiltsov et al. · Zenodo (CERN European Organization for Nuclear Research) · 2020 · 93 citations · Full text
Doppelganger Mining for Face Representation Learning
Evgeny Smirnov, Aleksandr Melnikov, Sergey Novoselov et al. · 2017 · 48 citations
Hard Example Mining with Auxiliary Embeddings
Evgeny Smirnov, Elizaveta Ivanova, Aleksandr Melnikov et al. · 2018 · 44 citations
Multiple Instance Learning, Engineering, Machine Learning +16
WALKING ROBOT “ANTON”: DESIGN, SIMULATION, EXPERIMENTS
M. Konyev, F. PALlS, Y. ZAVGORODNIY et al. · 2008 · 14 citations
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