Anytime Neural Network: a Versatile Trade-off Between Computation and Accuracy

arXiv: Learning, 2018.

Cited by: 1|Bibtex|Views38
Other Links: academic.microsoft.com

Abstract:

Anytime predictors first produce crude results quickly, and then continuously refine them until the test-time computational budget is depleted. Such predictors are used in real-time vision systems and streaming-data processing to efficiently utilize varying test-time budgets, and to reduce average prediction cost via early-exits. However,...More

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