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- Binary Maximum Entropy Search
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Classroom Contents
Supermasks in Superposition - Paper Explained
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- 1 - Intro & Overview
- 2 - Catastrophic Forgetting
- 3 - Supermasks
- 4 - Lifelong Learning using Supermasks
- 5 - Inference Time Task Discrimination by Entropy
- 6 - Mask Superpositions
- 7 - Proof-of-Concept, Task Given at Inference
- 8 - Binary Maximum Entropy Search
- 9 - Task Not Given at Inference
- 10 - Task Not Given at Training
- 11 - Ablations
- 12 - Superfluous Neurons
- 13 - Task Selection by Detecting Outliers
- 14 - Encoding Masks in Hopfield Networks
- 15 - Conclusion
