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Alireza Koochali

VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting

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May 07, 2024
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Class Conditional Time Series Generation with Structured Noise Space GAN

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Dec 20, 2023
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A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction

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Jan 31, 2023
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Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain

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Oct 14, 2022
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Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability

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Jan 21, 2022
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If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN

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May 03, 2020
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Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN

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Mar 29, 2019
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