Igor T. Podolak
Igor T. Podolak
Faculty of Mathamatics and Computer Science, Jagiellonian University, Krakow, Poland
Verified email at uj.edu.pl - Homepage
Title
Cited by
Cited by
Year
Improved precision and recall metric for assessing generative models
T Kynkäänniemi, T Karras, S Laine, J Lehtinen, T Aila
arXiv preprint arXiv:1904.06991, 2019
1002019
Facial component extraction and face recognition with support vector machines
D Xi, IT Podolak, SW Lee
Proceedings of Fifth IEEE International Conference on Automatic Face Gesture …, 2002
572002
Hierarchical classifier with overlapping class groups
IT Podolak
Expert Systems with Applications 34 (1), 673-682, 2008
412008
Cramer-wold autoencoder
J Tabor, S Knop, P Spurek, I Podolak, M Mazur, S Jastrzębski
22*2018
Functional graph model of a neural network
IT Podolak
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 28 …, 1998
201998
Machine learning with known input data uncertainty measure
WM Czarnecki, IT Podolak
IFIP International Conference on Computer Information Systems and Industrial …, 2013
152013
Discovering structure in geographical metadata
I Podolak, U Demšar
Proceedings of the 12th conference in Geoinformatics, 1-7, 2004
132004
Neuro-serket: development of integrative cognitive system through the composition of deep probabilistic generative models
T Taniguchi, T Nakamura, M Suzuki, R Kuniyasu, K Hayashi, A Taniguchi, ...
New Generation Computing, 1-26, 2020
122020
A machine learning approach to synchronization of automata
I Podolak, A Roman, M Szykuła, B Zieliński
Expert Systems with Applications 97, 357-371, 2018
112018
Theoretical foundations and experimental results for a hierarchical classifier with overlapping clusters
IT Podolak, A Roman
Computational Intelligence 29 (2), 357-388, 2013
112013
CORES: fusion of supervised and unsupervised training methods for a multi-class classification problem
IT Podolak, A Roman
Pattern Analysis and Applications 14 (4), 395-413, 2011
112011
Hierarchical estimator
S Brodowski, IT Podolak
Expert Systems with Applications 38 (10), 12237-12248, 2011
112011
Hierarchical classifier
IT Podolak, S Biel, M Bobrowski
International Conference on Parallel Processing and Applied Mathematics, 591-598, 2005
102005
Latent translation: Crossing modalities by bridging generative models
Y Tian, J Engel
arXiv preprint arXiv:1902.08261, 2019
92019
A hierarchical classifier with growing neural gas clustering
IT Podolak, K Bartocha
International Conference on Adaptive and Natural Computing Algorithms, 283-292, 2009
92009
Distribution-interpolation trade off in generative models
D Leśniak, I Sieradzki, I Podolak
International Conference on Learning Representations, 2018
82018
Hierarchical rules for a hierarchical classifier
IT Podolak
International Conference on Adaptive and Natural Computing Algorithms, 749-757, 2007
82007
A hybrid neural system for phonematic transformation
IT Podolak, SW Lee, A Bielecki, E Majkut
Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 …, 2000
82000
Feedforward neural network's sensitivity to input data representation
IT Podolak
Computer physics communications 117 (1-2), 181-188, 1999
71999
Application of hierarchical classifier to minimal synchronizing word problem
IT Podolak, A Roman, D Jędrzejczyk
International Conference on Artificial Intelligence and Soft Computing, 421-429, 2012
62012
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Articles 1–20