no code implementations • 18 May 2024 • Hosein Zarini, Amir Mohammadi, Maryam Farajzadeh Dehkordi, Mohammad Robat Mili, Bardia Safaei, Ali Movaghar, Merouane Debbah
This paper centers around a multiple-input-multiple-output (MIMO) visible light communication (VLC) system, where an unmanned aerial vehicle (UAV) benefits from a light emitting diode (LED) array to serve photo-diode (PD)-equipped users for illumination and communication simultaneously.
no code implementations • 18 Apr 2024 • Sina Sharifi, Taha Entesari, Bardia Safaei, Vishal M. Patel, Mahyar Fazlyab
In this work, we propose the idea of leveraging the information embedded in the gradient of the loss function during training to enable the network to not only learn a desired OOD score for each sample but also to exhibit similar behavior in a local neighborhood around each sample.
Out-of-Distribution Detection Out of Distribution (OOD) Detection
1 code implementation • 21 Dec 2023 • Bardia Safaei, Vibashan VS, Celso M. de Melo, Vishal M. Patel
Active Learning (AL) aims to enhance the performance of deep models by selecting the most informative samples for annotation from a pool of unlabeled data.
1 code implementation • 10 Nov 2022 • Bardia Safaei, Vibashan VS, Celso M. de Melo, Shuowen Hu, Vishal M. Patel
Automatic Target Recognition (ATR) is a category of computer vision algorithms which attempts to recognize targets on data obtained from different sensors.