Neural Growth and Pruning in Dynamic Learning Environments

Kaitlin Maile, Luga Hervé, Dennis George Wilson

TL;DR: Neural growth and pruning augments parameter fine-tuning in transfer learning scenarios.

Keywords: Transfer learning, grow-and-prune

Optional Submission Checklist: Yes

Broader Impact Statement: Yes

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Code Of Conduct: Yes

Cpu Hours: 0

Gpu Hours: 0

Tpu Hours: 0

Evaluation Metrics: Yes

Submission Number: 9