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Miroslav Valan
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Automated taxonomic identification of insects with expert-level accuracy using effective feature transfer from convolutional networks
M Valan, K Makonyi, A Maki, D Vondráček, F Ronquist
Systematic Biology 68 (6), 876-895, 2019
1302019
Awakening a taxonomist's third eye: exploring the utility of computer vision and deep learning in insect systematics.
M Valan, D Vondráček, F Ronquist
Systematic Entomology 46 (4), 2021
92021
Chewing lice of genus Ricinus (Phthiraptera, Ricinidae) deposited at the Zoological Institute of the Russian Academy of Sciences, Saint Petersburg, Russia, with description of …
M Valan, O Sychra, I Literak
Parasite 23, 2016
92016
New data on the taxonomy and distribution of ten Neotropical chewing lice of the genus Myrsidea (Phthiraptera: Menoponidae), including the description of a new …
S Kolencik, O Sychra, M Valan, I Literak
Zootaxa 4085 (2), 233–247-233–247, 2016
62016
Automated image-based taxon identification using deep learning and citizen-science contributions
M Valan
Department of Zoology, Stockholm University, 2021
52021
Mastering Large Scale Multi-label Image Recognition with high efficiency overCamera trap images
M Valan, L Picek
arXiv preprint arXiv:2008.07828, 2020
22020
Redescriptions and new host records of chewing lice of the genus Ricinus (Phthiraptera: Ricinidae) from the Neotropical Region
M Valan, O Sychra, I Literak
Zootaxa 4154 (2), 179–189-179–189, 2016
22016
AI-Phy: improving automated image-based identification of biological organisms using phylogenetic information
M Valan, J Nylander, F Ronquist
12021
Systematic Biology has an Open Access option.—
K Chaplin, M Valan
Syst. Biol 70 (1), A1, 2021
2021
The Swedish Ladybird Project: Engaging 15,000 school children in improving AI identification of ladybird beetles
M Valan, M Bergman, M Forshage, F Ronquist
2021
Systematic Biology has an Open Access option.—
K Chaplin, M Valan
Syst. Biol 69 (5), A5, 2020
2020
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