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Tomasz Danel
Tytuł
Cytowane przez
Cytowane przez
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Mol-CycleGAN: a generative model for molecular optimization
Ł Maziarka, A Pocha, J Kaczmarczyk, K Rataj, T Danel, M Warchoł
Journal of Cheminformatics 12 (1), 1-18, 2020
1102020
Molecule Attention Transformer
Ł Maziarka, T Danel, S Mucha, K Rataj, J Tabor, S Jastrzębski
arXiv preprint arXiv:2002.08264, 2020
622020
Spatial Graph Convolutional Networks
T Danel, P Spurek, J Tabor, M Śmieja, Ł Struski, A Słowik, Ł Maziarka
International Conference on Neural Information Processing, 668-675, 2020
28*2020
We should at least be able to Design Molecules that Dock Well
T Cieplinski, T Danel, S Podlewska, S Jastrzebski
arXiv preprint arXiv:2006.16955, 2020
192020
Processing of incomplete images by (graph) convolutional neural networks
T Danel, M Śmieja, Ł Struski, P Spurek, Ł Maziarka
International Conference on Neural Information Processing, 512-523, 2020
52020
Deep convolutional neural network for preliminary in-field classification of lichen species
A Galanty, T Danel, M Węgrzyn, I Podolak, I Podolak
Biosystems Engineering 204, 15-25, 2021
22021
Relative Molecule Self-Attention Transformer
Ł Maziarka, D Majchrowski, T Danel, P Gaiński, J Tabor, I Podolak, ...
arXiv preprint arXiv:2110.05841, 2021
12021
Comparison of atom representations in graph neural networks for molecular property prediction
A Pocha, T Danel, S Podlewska, J Tabor, Ł Maziarka
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
12021
De Novo Drug Design with a Docking Score Proxy
T Danel, M Szymczak, Ł Maziarka, I Podolak, J Tabor, S Jastrzębski
Machine Learning for Molecules Workshop at NeurIPS 2020, 2020
12020
Molecule-augmented attention transformer
Ł Maziarka, T Danel, S Mucha, K Rataj, J Tabor, S Jastrzębski
Workshop on Graph Representation Learning, Neural Information Processing Systems, 2019
12019
SONG: Self-Organizing Neural Graphs
Ł Struski, T Danel, M Śmieja, J Tabor, B Zieliński
arXiv preprint arXiv:2107.13214, 2021
2021
Multitask Learning Using BERT with Task-Embedded Attention
Ł Maziarka, T Danel
2021 International Joint Conference on Neural Networks (IJCNN), 1-6, 2021
2021
Deep convolutional neural networks on mobile devices
T Danel
Faculty of Mathematics and Computer Science, Jagiellonian University, 2018
2018
HuggingMolecules: an open-source library for transformer-based molecular property prediction
P Gaiński, Ł Maziarka, T Danel, S Jastrzębski
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