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cs.CV2025
Enhancing Object Detection Robustness: Detecting and Restoring Confidence in the Presence of Adversarial Patch Attacks
Roie Kazoom, Raz Birman, Ofer Hadar
The widespread adoption of computer vision systems has underscored their susceptibility to adversarial attacks, particularly adversarial patch attacks on object detectors. This stu…
cs.CV2024
WARLearn: Weather-Adaptive Representation Learning
Shubham Agarwal, Raz Birman, Ofer Hadar
This paper introduces WARLearn, a novel framework designed for adaptive representation learning in challenging and adversarial weather conditions. Leveraging the in-variance princi…
cs.CV2024
Real-Time Weather Image Classification with SVM
Eden Ship, Eitan Spivak, Shubham Agarwal +2
Accurate classification of weather conditions in images is essential for enhancing the performance of object detection and classification models under varying weather conditions. T…