2 papers
cs.LG2025
ForecastGAN: A Decomposition-Based Adversarial Framework for Multi-Horizon Time Series Forecasting
Syeda Sitara Wishal Fatima, Afshin Rahimi
Time series forecasting is essential across domains from finance to supply chain management. This paper introduces ForecastGAN, a novel decomposition based adversarial framework ad…
cs.CV2025
LayerMix: Enhanced Data Augmentation through Fractal Integration for Robust Deep Learning
Hafiz Mughees Ahmad, Dario Morle, Afshin Rahimi
Deep learning models have demonstrated remarkable performance across various computer vision tasks, yet their vulnerability to distribution shifts remains a critical challenge. Des…