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Browsing University of Hertfordshire by Author "Premakumara, Nilantha"
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Enhancing object detection robustness A synthetic and natural perturbation approach
Premakumara, Nilantha; Jalaian, Brian; Suri, Niranjan; Samani, Hooman (arXiv, 2023-04-20)Robustness against real-world distribution shifts is crucial for the successful deployment of object detection models in practical applications. In this paper, we address the problem of assessing and enhancing the robustness ...