Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks
There is limited understanding of the information captured by deep spatiotemporal models in their intermediate representations. For example, while evidence suggests that action recognition algorithms are heavily influenced by visual appearance in single frames, no quantitative methodology exists for...
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 1 vom: 01. Jan., Seite 190-205
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| Auteur principal: |
Kowal, Matthew
(Auteur) |
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| Autres auteurs: |
Siam, Mennatullah,
Islam, Md Amirul,
Bruce, Neil D B,
Wildes, Richard P,
Derpanis, Konstantinos G |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2025
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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| Sujets: | Journal Article |
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