5 citations · 5 across the 3 of their papers we have counts for
3 papers
Weather-Aware Object Detection Transformer for Domain Adaptation
Soheil Gharatappeh, Salimeh Sekeh, Vikas Dhiman
RT-DETRs have shown strong performance across various computer vision tasks but are known to degrade under challenging weather conditions such as fog. In this work, we investigate…
Information Consistent Pruning: How to Efficiently Search for Sparse Networks?
Soheil Gharatappeh, Salimeh Yasaei Sekeh
Iterative magnitude pruning methods (IMPs), proven to be successful in reducing the number of insignificant nodes in over-parameterized deep neural networks (DNNs), have been getti…
FogGuard: guarding YOLO against fog using perceptual loss
Soheil Gharatappeh, Sepideh Neshatfar, Salimeh Yasaei Sekeh +1
In this paper, we present FogGuard, a novel fog-aware object detection network designed to address the challenges posed by foggy weather conditions. Autonomous driving systems heav…