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- Synaptic Saliency Conservation
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Classroom Contents
SynFlow - Pruning Neural Networks Without Any Data by Iteratively Conserving Synaptic Flow
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- 1 - Intro & Overview
- 2 - Pruning Neural Networks
- 3 - Lottery Ticket Hypothesis
- 4 - Paper Story Overview
- 5 - Layer Collapse
- 6 - Synaptic Saliency Conservation
- 7 - Connecting Layer Collapse & Saliency Conservation
- 8 - Iterative Pruning avoids Layer Collapse
- 9 - The SynFlow Algorithm
- 10 - Experiments
- 11 - Conclusion & Comments
