55 citations · 328 across the 36 of their papers we have counts for
5 papers · 1 filter
Towards Realistic Out-of-Distribution Detection: A Novel Evaluation Framework for Improving Generalization in OOD Detection
Vahid Reza Khazaie, Anthony Wong, Mohammad Sabokrou
This paper presents a novel evaluation framework for Out-of-Distribution (OOD) detection that aims to assess the performance of machine learning models in more realistic settings.…
MobileDenseNet: A new approach to object detection on mobile devices
Mohammad Hajizadeh, Mohammad Sabokrou, Adel Rahmani
Object detection problem solving has developed greatly within the past few years. There is a need for lighter models in instances where hardware limitations exist, as well as a dem…
Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection
Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi +4
We aim for image-based novelty detection. Despite considerable progress, existing models either fail or face a dramatic drop under the so-called "near-distribution" setting, where…
Deep-Disaster: Unsupervised Disaster Detection and Localization Using Visual Data
Soroor Shekarizadeh, Razieh Rastgoo, Saif Al-Kuwari +1
Social media plays a significant role in sharing essential information, which helps humanitarian organizations in rescue operations during and after disaster incidents. However, de…
All You Need In Sign Language Production
Razieh Rastgoo, Kourosh Kiani, Sergio Escalera +2
Sign Language is the dominant form of communication language used in the deaf and hearing-impaired community. To make an easy and mutual communication between the hearing-impaired…