Bálint Zoltán Daróczy
Ph.D.
research fellow
Address
1111 Budapest, Lágymányosi u. 11.
Room number
L 113
Email
daroczy.balint@sztaki.hu
Phone
+36 1 279 6157
Curriculum Vitae (September 2018)
Education
- PhD in Information Science and Technology (2017) at Eötvös Loránd University (ELTE), Faculty of Informatics (IK), Budapest, Hungary
- MSc in Engineering (2006) at Budapest University of Technology and Economics (BME), Faculty of Electrical Engineering and Informatics (VIK), Budapest, Hungary
Scholarships, grants
- MTA Premium Postdoctoral research fellowship, title: “Manifolds and deep structures” (2018-2021)
- DAAD - German Academic Exchange Service scholarship at Universität Karlsruhe (UniKA), Fakultät für Informatik (2003/2004 Autumn)
Publications
Important publications
Gaussian Perturbations in ReLU Networks and the Arrangement of Activation Regions
Publication date2022Gradient representations in ReLU networks as similarity functions
Publication date2021Tangent Space Separability in Feedforward Neural Networks
Publication date2020SZTAKI @ ImageCLEFmed 2020 Tuberculosis Task
Publication date2020Session Recommendation via Recurrent Neural Networks over Fisher Embedding Vectors
Publication date2019Maize yield prediction based on artificial intelligence using spatio-temporal data
Publication date2019