Anytime Neural Network: a Versatile Trade-off Between Computation and Accuracy
arXiv: Learning, 2018.
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
PPT (Upload PPT)