QARV : Quantization-Aware ResNet VAE for Lossy Image Compression
This paper addresses the problem of lossy image compression, a fundamental problem in image processing and information theory that is involved in many real-world applications. We start by reviewing the framework of variational autoencoders (VAEs), a powerful class of generative probabilistic models...
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 1 vom: 30. Jan., Seite 436-450
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| Auteur principal: |
Duan, Zhihao
(Auteur) |
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| Autres auteurs: |
Lu, Ming,
Ma, Jack,
Huang, Yuning,
Ma, Zhan,
Zhu, Fengqing |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2024
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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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