Explaining YOLO: Leveraging Grad-CAM to Explain Object Detections

Explaining YOLO: Leveraging Grad-CAM to Explain Object Detections

22 November 2022

Armin Kirchknopf

Ilka Wunderlich

Michael Breiter

Johannes Traxler

Matthias Zeppelzauer

Papers citing "Explaining YOLO: Leveraging Grad-CAM to Explain Object Detections"

5 / 5 papers shown

Title
Deep Unfolding Multi-modal Image Fusion Network via Attribution Analysis Haowen Bai Zixiang Zhao Jiangshe Zhang Baisong Jiang Lilun Deng Yukun Cui Shuang Xu Chunxia Zhang 60 2 0 03 Feb 2025
On the Black-box Explainability of Object Detection Models for Safe and Trustworthy Industrial Applications Alain Andres Aitor Martinez-Seras I. Laña Javier Del Ser AAML 45 2 0 28 Oct 2024
ProtoP-OD: Explainable Object Detection with Prototypical Parts Pavlos Rath-Manakidis Frederik Strothmann Tobias Glasmachers Laurenz Wiskott ViT 35 1 0 29 Feb 2024
You Only Explain Once David A. Kelly Hana Chockler Daniel Kroening Nathan Blake Aditi Ramaswamy Melane Navaratnarajah Aaditya Shivakumar 18 2 0 23 Nov 2023
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability Georgii Mikriukov Gesina Schwalbe Christian Hellert Korinna Bade FAtt 33 8 0 28 Apr 2023