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Classroom Contents
Capsule Networks - A Survey by Dr. Yogesh Rawat, UCF
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- 1 Intro
- 2 Outline
- 3 Introduction
- 4 Generalization to video
- 5 Dynamic vs EM routing
- 6 Generic routing by agreement
- 7 Equivariance and Invariance
- 8 Fast dynamic routing
- 9 Another notion of capsule
- 10 Text capsules
- 11 Graph capsules
- 12 3D point cloud
- 13 Multi-modal
- 14 Deeper capsule network
- 15 Problem domain
- 16 Segmentation
- 17 Localization
- 18 Applications
- 19 Relation extraction
- 20 Detecting adversarial attack
- 21 Reconstruction
- 22 Brain tumor classification
- 23 Breast cancer classification
- 24 Challenges and open problems
- 25 Resources
