Mind map
Progressive Neural Networks
Map content
Progressive Neural Networks
General information
- Avoid the forgetting effect
- Knowledge transfer between different tasks
Procedure
- 1. freeze all parameter of the old model
- 2. add new model that is initialized randomly
- 3. add connections between the old(frozen) model and the new model
- 4. learn parameters of the new model using backpropagation
- 3. add connections between the old(frozen) model and the new model
- 2. add new model that is initialized randomly
- 1. freeze all parameter of the old model
Information
- Description
- Mind Map on Progressive Neural Networks, created by Kamila Kinayat on 24/05/2018.
- Created by
- Kamila Kinayat · May 2018
- Updated
- May 24, 2018
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