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Multi-Faceted Deep Learning: Models and Data

Multi-Faceted Deep Learning: Models and Data

Paperback

General ComputersProbability & StatisticsProgramming

ISBN10: 3030744809
ISBN13: 9783030744809
Publisher: Springer
Published: Oct 21 2022
Pages: 316
Weight: 1.02
Height: 0.69 Width: 6.14 Depth: 9.21
Language: English
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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Benois-Pineau, Jenny

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General Computers