article Open AccessTop 1% cited
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
International Journal of Computer Vision · 2019 · Vol. 128(2) · pp. 336–359
Ramprasaath R. Selvaraju✉(Georgia Institute of Technology)Michael Cogswell(Georgia Institute of Technology)Abhishek Das(Georgia Institute of Technology)Ramakrishna Vedantam(Georgia Institute of Technology)Devi Parikh(Menlo School)Dhruv Batra(Georgia Institute of Technology)
Multimodal Machine Learning ApplicationsExplainable Artificial Intelligence (XAI)Generative Adversarial Networks and Image SynthesisClosed captioningDiscriminative modelConvolutional neural networkGeneralizationContext (archaeology)Class (philosophy)Pattern recognition (psychology)Image (mathematics)Visualization
Funding
- National Science Foundation
- Nvidia
- Defense Advanced Research Projects Agency
- Office of Naval Research
- Army Research Office
Citations
5,205
FWCI
142.17
field-weighted impact
References
52
Percentile
100%
vs. same field & year
Citations per year
References
ImageNet classification with deep convolutional neural networks
Communications of the ACM · 2017 · 75,550 citations
Representation Learning: A Review and New Perspectives
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 12,724 citations
Mastering the game of Go with deep neural networks and tree search
Nature · 2016 · 15,578 citations
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