Robust Differentiable SVD
Eigendecomposition of symmetric matrices is at the heart of many computer vision algorithms. However, the derivatives of the eigenvectors tend to be numerically unstable, whether using the SVD to compute them analytically or using the Power Iteration (PI) method to approximate them. This instability...
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 9 vom: 02. Sept., Seite 5472-5487
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| Auteur principal: |
Wang, Wei
(Auteur) |
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| Autres auteurs: |
Dang, Zheng,
Hu, Yinlin,
Fua, Pascal,
Salzmann, Mathieu |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2022
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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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