Alireza Koochali

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Class Conditional

Generative Model

Top Venues

MMCommons @ ACM Multimedia

Publications

Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed
VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting. CoRR (2024)
Hamidreza Gholamrezaei, Alireza Koochali, Andreas Dengel, Sheraz Ahmed
Class Conditional Time Series Generation with Structured Noise Space GAN. CoRR (2023)
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 (2023)
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) (2023)
Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain. CoRR (2022)
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 (2022)
Alireza Koochali, Andreas Dengel, Sheraz Ahmed
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN. CoRR (2020)
Alireza Koochali, Peter Schichtel, Sheraz Ahmed, Andreas Dengel
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN. CoRR (2019)
Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks - ForGAN. IEEE Access 7 (2019)
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)