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Daniel Vašata

Towards Using Machine Learning to Generatively Simulate EV Charging in Urban Areas

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Dec 13, 2024
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Investigation into the Training Dynamics of Learned Optimizers

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Dec 12, 2023
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Learning to Optimize with Dynamic Mode Decomposition

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Nov 29, 2022
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Image Inpainting Using Wasserstein Generative Adversarial Imputation Network

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Jun 23, 2021
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Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network

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Feb 11, 2021
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Missing Features Reconstruction Using a Wasserstein Generative Adversarial Imputation Network

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Jun 21, 2020
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Unsupervised Latent Space Translation Network

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Mar 20, 2020
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Missing Features Reconstruction and Its Impact on Classification Accuracy

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Nov 09, 2019
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