Igor T. Podolak
Uniwersytet Jagiellonski
H-index: 13
Europe-Poland
Top articles of Igor T. Podolak
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Relative molecule self-attention transformer | Journal of Cheminformatics | Łukasz Maziarka Dawid Majchrowski Tomasz Danel Piotr Gaiński Jacek Tabor | 2024/1/3 |
Zero time waste in pre-trained early exit neural networks | Neural Networks | Bartosz Wójcik Marcin Przewiȩźlikowski Filip Szatkowski Maciej Wołczyk Klaudia Bałazy | 2023/11/1 |
Feature-Based Interpolation and Geodesics in the Latent Spaces of Generative Models | IEEE Transactions on Neural Networks and Learning Systems | Łukasz Struski Michał Sadowski Tomasz Danel Jacek Tabor Igor T Podolak | 2023/3/10 |
Docking-based generative approaches in the search for new drug candidates | Tomasz Danel Jan Łęski Sabina Podlewska Igor T Podolak | 2023/2/1 | |
Batch Size Reconstruction–Distribution Trade–Off In Kernel Based Generative Autoencoders | Szymon Knop Przemysław Spurek Marcin Mazur Jacek Tabor Igor Podolak | 2022/10/16 | |
Decoding working memory-related information from repeated psychophysiological EEG experiments using convolutional and contrastive neural networks | Journal of Neural Engineering | Jarosław Żygierewicz Romuald A Janik Igor T Podolak Alan Drozd Urszula Malinowska | 2022/9/5 |
Generative models with kernel distance in data space | Neurocomputing | Szymon Knop Marcin Mazur Przemysław Spurek Jacek Tabor Igor Podolak | 2022/5/28 |
Neural spatio-temporal patterns of information processing related to cognitive conflict and correct or false recognitions | Scientific Reports | Romuald A Janik Igor T Podolak Łukasz Struski Anna Ceglarek Koryna Lewandowska | 2022/3/28 |
2D SIFt: a matrix of ligand-receptor interactions | Journal of Cheminformatics | Stefan Mordalski Agnieszka Wojtuch Igor Podolak Rafał Kurczab Andrzej J Bojarski | 2021/12 |
RELATIVE MOLECULE SELF-ATTENTION TRANS | arXiv preprint arXiv:2110.05841 | Łukasz Maziarka Dawid Majchrowski Tomasz Danel Piotr Gainski Jacek Tabor | 2021/10 |
Deep convolutional neural network for preliminary in-field classification of lichen species | biosystems engineering | Agnieszka Galanty Tomasz Danel Michał Węgrzyn Irma Podolak Igor Podolak | 2021/4/1 |
Machine Learning-Based Identification of Suicidal Risk in Patients With Schizophrenia Using Multi-Level Resting-State fMRI Features | Frontiers in neuroscience | Bartosz Bohaterewicz Anna M Sobczak Igor Podolak Bartosz Wójcik Dagmara Mȩtel | 2021/1/11 |
Zero time waste: Recycling predictions in early exit neural networks | Advances in Neural Information Processing Systems | Maciej Wołczyk Bartosz Wójcik Klaudia Bałazy Igor T Podolak Jacek Tabor | 2021/12/6 |
Cramer-Wold auto-encoder | Journal of Machine Learning Research | Szymon Knop Jacek Tabor Igor Podolak Marcin Mazur | 2020 |
De Novo Drug Design with a Docking Score Proxy | Machine Learning for Molecules Workshop at NeurIPS | Tomasz Danel Maciej Szymczak Łukasz Maziarka Igor Podolak Jacek Tabor | 2020 |
Co-Authors
