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Alireza Koochali
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2020 – today
- 2024
- [i7]Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed:
VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting. CoRR abs/2405.04252 (2024) - 2023
- [j2]Alireza Koochali
, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Quantifying quality of class-conditional generative models in time series domain. Appl. Intell. 53(20): 24530-24550 (2023) - [i6]Amin E. Bakhshipour, Alireza Koochali, Ulrich Dittmer, Ali Haghighi, Sheraz Ahmed, Andreas Dengel:
A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction. CoRR abs/2301.13733 (2023) - [i5]Hamidreza Gholamrezaei, Alireza Koochali, Andreas Dengel, Sheraz Ahmed:
Class Conditional Time Series Generation with Structured Noise Space GAN. CoRR abs/2312.12946 (2023) - 2022
- [i4]Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability. CoRR abs/2201.08671 (2022) - [i3]Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain. CoRR abs/2210.07617 (2022) - 2020
- [i2]Alireza Koochali, Andreas Dengel, Sheraz Ahmed:
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN. CoRR abs/2005.01181 (2020)
2010 – 2019
- 2019
- [j1]Alireza Koochali
, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
:
Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks - ForGAN. IEEE Access 7: 63868-63880 (2019) - [i1]Alireza Koochali, Peter Schichtel, Sheraz Ahmed, Andreas Dengel:
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN. CoRR abs/1903.12549 (2019) - 2016
- [c1]Alireza Koochali, Sebastian Kalkowski, Andreas Dengel, Damian Borth, Christian Schulze:
Which Languages do People Speak on Flickr?: A Language and Geo-Location Study of the YFCC100m Dataset. MMCommons @ ACM Multimedia 2016: 35-42
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last updated on 2024-06-10 21:23 CEST by the dblp team
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