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Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

Ramprasaath R. Selvaraju; Michael Cogswell; Abhishek Das; Ramakrishna Vedantam; Devi Parikh; Dhruv Batra · International Journal of Computer Vision · 2019

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Author / responsible party
Ramprasaath R. Selvaraju; Michael Cogswell; Abhishek Das; Ramakrishna Vedantam; Devi Parikh; Dhruv Batra
Publisher
International Journal of Computer Vision
Year
2019
Language
English

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APA 7

Selvaraju, R. R, Cogswell, M, Das, A, Vedantam, R, Parikh, D, & Batra, D. (2019). Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization. https://doi.org/10.1007/s11263-019-01228-7

MLA

Selvaraju, Ramprasaath R, et al. "Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization." 2019. https://doi.org/10.1007/s11263-019-01228-7.

Chicago

Selvaraju, Ramprasaath R, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra. 2019. "Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization.". https://doi.org/10.1007/s11263-019-01228-7.

Harvard

Selvaraju, R. R. et al. 2019, Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization, International Journal of Computer Vision, available at: https://doi.org/10.1007/s11263-019-01228-7 [Accessed 7 Aug. 2026].

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Title
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
Author / contributors
Ramprasaath R. Selvaraju; Michael Cogswell; Abhishek Das; Ramakrishna Vedantam; Devi Parikh; Dhruv Batra
Publisher
International Journal of Computer Vision
Publication year
2019
Language
English

Subjects

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Closed captioning; Computer science; Discriminative model; Artificial intelligence; Convolutional neural network; Generalization; Context (archaeology); Class (philosophy); Pattern recognition (psychology); Image (mathematics); Visualization; Contextual image classification
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