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portada Multi-Faceted Deep Learning: Models and Data
Type
Physical Book
Illustrated by
Publisher
Author
Language
English
Pages
316
Format
Paperback
Dimensions
23.4x15.6x1.8 cm
Weight
0.46 kg.
ISBN13
9783030744809
Categories

Multi-Faceted Deep Learning: Models and Data

Akka Zemmari (Illustrated by) · Jenny Benois-Pineau (Illustrated by) · Springer · Paperback

Multi-Faceted Deep Learning: Models and Data - Benois-Pineau, Jenny ; Zemmari, Akka

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Synopsis "Multi-Faceted Deep Learning: Models and Data "

1. Introduction.- 2. Deep Neural Networks: Models and methods.- 3. Deep learning for semantic segmentation.- 4. Beyond Full Supervision in Deep Learning.- 5. Similarity Metric Learning.- 6. Zero-shot Learning with Deep Neural Networks for Object Recognition.- 7. Image and Video Captioning using Deep Architectures.- 8. Deep Learning in Video Compression Algorithms.- 9. 3D Convolutional Networks for Action Recognition: Application toSport Gesture Recognition.- 10. Deep Learning for Audio and Music.- 11. Explainable AI for Medical Imaging: Knowledge Matters.- 12. Improving Video Quality with Generative Adversarial Networks.- 13. Conclusion.

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