| Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network T Chobola, D Vašata, P Kordík AAAI Workshop on Meta-Learning and MetaDL Challenge, 29-37, 2021 | 20 | 2021 |
| Missing features reconstruction using a wasserstein generative adversarial imputation network M Friedjungová, D Vašata, M Balatsko, M Jiřina International Conference on Computational Science, 225-239, 2020 | 13 | 2020 |
| Evacuation trials from a double-deck electric train unit: Experimental data and sensitivity analysis H Najmanová, L Kuklík, V Pešková, M Bukáček, P Hrabák, D Vašata Safety science 146, 105523, 2022 | 12 | 2022 |
| Image inpainting using Wasserstein generative adversarial imputation network D Vašata, T Halama, M Friedjungová International Conference on Artificial Neural Networks, 575-586, 2021 | 10 | 2021 |
| Cantor spectra of magnetic chain graphs P Exner, D Vašata Journal of Physics A: Mathematical and Theoretical 50 (16), 165201, 2017 | 6 | 2017 |
| Missing features reconstruction and its impact on classification accuracy M Friedjungová, M Jiřina, D Vašata International Conference on Computational Science, 207-220, 2019 | 5 | 2019 |
| Meningioma microstructure assessed by diffusion MRI: An investigation of the source of mean diffusivity and fractional anisotropy by quantitative histology J Brabec, M Friedjungová, D Vašata, E Englund, J Bengzon, L Knutsson, ... NeuroImage: Clinical 37, 103365, 2023 | 3 | 2023 |
| Learning to optimize with dynamic mode decomposition P Šimánek, D Vašata, P Kordík 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 3 | 2022 |
| The distribution of landed property P Exner, P Šeba, D Vašata Physica A: Statistical Mechanics and its Applications 388 (21), 4619-4623, 2009 | 2 | 2009 |
| Generalizations of the centroid with an application in stochastic geometry D Vašata Mathematische Nachrichten 290 (2-3), 452-473, 2017 | 1 | 2017 |
| Built-up structure criticality D Vašata, P Exner, P Šeba Physica A: Statistical Mechanics and its Applications 390 (21-22), 3922-3931, 2011 | 1 | 2011 |
| Urban structure analysis D Vašata, P Exner, P Šeba Mathematical Results In Quantum Physics: (With DVD-ROM), 260-264, 2011 | 1 | 2011 |
| Chaos in a one-dimensional integrable quantum system P Šeba, D Vašata Physics Letters A 373 (8-9), 826-831, 2009 | 1 | 2009 |
| Investigation into the Training Dynamics of Learned Optimizers J Sobotka, P Šimánek, D Vašata arXiv preprint arXiv:2312.07174, 2023 | | 2023 |
| SimpleTRON: Simple Transformer with O (N) Complexity U Yorsh, A Kovalenko, V Vančura, D Vašata, P Kordík, T Mikolov arXiv preprint arXiv:2111.15588, 2021 | | 2021 |
| Unsupervised Latent Space Translation Network M Friedjungová, D Vašata, T Chobola, M Jiřina arXiv preprint arXiv:2003.09149, 2020 | | 2020 |
| On long-range dependence of random measures D Vašata Advances in Applied Probability 48 (4), 1235-1255, 2016 | | 2016 |
| Hodnocení vedoucího závěrečné práce D Vašata, BL Langr | | |
| Explaining variation in DTI parameters with meningioma microscopy: A comparison between a neural network and an image-feature-based approach J Brabec, M Friedjungová, D Vašata, E Englund, L Knutsson, ... | | |
| A FYZIKÁLNĚ INŽENÝRSKÁ D Vašata | | |
