Reproducing and analyzing adaptive computation time in PyTorch and TensorFlow
Daniel Fojo Alvarez · 2018
A first goal of this work is to explore the extension of the work Computation Time when combined with Highway Networks. After this, the student will develop a novel approach and test it in a benchmark for machine learning. Graves, Alex. Adaptive computation time for recurrent neural networks. arXiv preprint arXiv:1603.08983 (2016). Ha, David, Andrew Dai, and Quoc V. Le. HyperNetworks. arXiv preprint arXiv:1609.09106 (2016).