Difference between revisions of "Transfer Learning"
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* [[Style Transfer]] | * [[Style Transfer]] | ||
* [http://hal.archives-ouvertes.fr/hal-01575126/document A Review of Transfer Learning Algorithms | Mohsen Kaboli] | * [http://hal.archives-ouvertes.fr/hal-01575126/document A Review of Transfer Learning Algorithms | Mohsen Kaboli] | ||
| + | * [[Few Shot Learning]] | ||
* [[Multitask Learning]] | * [[Multitask Learning]] | ||
Revision as of 22:40, 3 January 2019
YouTube search... ...Google search
- Text Transfer Learning
- Image/Video Transfer Learning
- Transfer Learning With Keras
- Style Transfer
- A Review of Transfer Learning Algorithms | Mohsen Kaboli
- Few Shot Learning
- Multitask Learning
Who is the predator? Who is the prey? Have you ever seen a live dinosaur? Not ever seeing a live dinosaur and knowing the predator/prey answers is 'transfer' learning.
Transfer learning (aka Knowledge Transfer, Learning to Learn) is a machine learning technique where a model trained on one task is re-purposed on a second related task. Transfer learning is an optimization that allows rapid progress or improved performance when modeling the second task. A Gentle Introduction to Transfer Learning for Deep Learning | Jason Brownlee - Machine Learning Mastery
