3 papers
cs.CV2026
Inpainting-Style Conditional Diffusion for Multivariable Time Series Forecasting
Kourosh Kiani, S. M. Muyeen
In this paper, we propose a novel conditional diffusion-based framework for multivariable time-series solar power forecasting. The proposed method reformulates temporal PV data as…
cs.LG2025
Detecting Anomalies Using Rotated Isolation Forest
Vahideh Monemizadeh, Kourosh Kiani
The Isolation Forest (iForest), proposed by Liu, Ting, and Zhou at TKDE 2012, has become a prominent tool for unsupervised anomaly detection. However, recent research by Hariri, Ki…
cs.CV2024
Image inpainting enhancement by replacing the original mask with a self-attended region from the input image
Kourosh Kiani, Razieh Rastgoo, Alireza Chaji +1
Image inpainting, the process of restoring missing or corrupted regions of an image by reconstructing pixel information, has recently seen considerable advancements through deep le…