5 citations · 12 across the 9 of their papers we have counts for
9 papers
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…
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…
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…
Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets
Shima Foolad, Kourosh Kiani, Razieh Rastgoo
This paper provides a thorough examination of recent developments in the field of multi-choice Machine Reading Comprehension (MRC). Focused on benchmark datasets, methodologies, ch…
A Transformer Model for Boundary Detection in Continuous Sign Language
Razieh Rastgoo, Kourosh Kiani, Sergio Escalera
Sign Language Recognition (SLR) has garnered significant attention from researchers in recent years, particularly the intricate domain of Continuous Sign Language Recognition (CSLR…
Integrating a Heterogeneous Graph with Entity-aware Self-attention using Relative Position Labels for Reading Comprehension Model
Shima Foolad, Kourosh Kiani
Despite the significant progress made by transformer models in machine reading comprehension tasks, they still fall short in handling complex reasoning tasks due to the absence of…
A Conditional Generative Chatbot using Transformer Model
Nura Esfandiari, Kourosh Kiani, Razieh Rastgoo
A Chatbot serves as a communication tool between a human user and a machine to achieve an appropriate answer based on the human input. In more recent approaches, a combination of N…
A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences
Razieh Rastgoo, Kourosh Kiani, Sergio Escalera
Continuous Hand Gesture Recognition (CHGR) has been extensively studied by researchers in the last few decades. Recently, one model has been presented to deal with the challenge of…
Word separation in continuous sign language using isolated signs and post-processing
Razieh Rastgoo, Kourosh Kiani, Sergio Escalera
. Continuous Sign Language Recognition (CSLR) is a long challenging task in Computer Vision due to the difficulties in detecting the explicit boundaries between the words in a sign…