Search Options
| About 27,400 results Distilling the Knowledge in a Neural Networkhttps://arxiv.org/abs/1503.02531 Mar 9, 2015 ... Authors: Geoffrey Hinton, Oriol Vinyals, Jeff Dean ... of users, especially if the individual models are large neural nets. ... used commercial system by distilling the knowledge in an ensemble of models into a single model. [PDF] Distilling the Knowledge in a Neural Network - University of Torontohttps://www.cs.toronto.edu/~hinton/absps/distillation.pdf Geoffrey Hinton∗†. Google Inc. Mountain View geoffhinton@google.com. Oriol Vinyals†. Google Inc. Mountain View vinyals@google.com. Jeff Dean ... by distilling the knowledge in an ensemble of models into a single model. We also. Geoff Hinton's Dark Knowledge - FastMLfastml.com/geoff-hintons-dark-knowledge Oct 31, 2014 ... Geoff Hinton had been silent since he went to work for Google. ... Hinton, Vinyals, Dean - Distilling the Knowledge in a Neural Network [arxiv]. [PDF] Dark knowledge - TTICwww.ttic.edu/dl/dark14.pdf Geoffrey Hinton, Oriol Vinyals & Jeff Dean. Google Inc. ... Softened outputs reveal the dark knowledge in the ensemble. cow car dog cat ... We try to learn logits in the distilled model that minimize the ... Consider a neural net with one hidden ... Distilling dark knowledge from neural networks - SlideSharehttps://www.slideshare.net/.../distilling-dark-knowledge-from-neural- Jul 26, 2016 ... 23 July 2016 Distilling dark knowledge from neural networksAlex Korbonits, Data Scientist 2 ..... Hinton, Geoffrey, Oriol Vinyals, and Jeff Dean. [PDF] Knowledge Distillation for Deep Neural Networks - LIA/EPFLlia.epfl.ch/uploads/project_descriptions/project_371.pdf Knowledge Distillation for Deep Neural Networks. Supervisor: ... [1] Geoffrey Hinton, Oriol Vinyals, and Jeff Dean. “Distilling the knowledge in a neural network . [PPT] Distilling Knowledge in a Neural Network - Piazzahttps://piazza.com/class_profile/get_resource/.../iyrbtqb8pg5pw Distilling Knowledge in a Neural Network. Geoffrey Hinton, Oriol Vinyals, Jeff Dean. Google. Gist Format. Quick gist of the paper: What is the significant result? Table 3 from Distilling the Knowledge in a Neural Network ...https://www.semanticscholar.org/.../Distilling-the-Knowledge-in-a-Neural- Geoffrey E. Hinton, Oriol Vinyals, Jeffrey Dean; ArXiv; 2015 ... Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four ... Distilling the Knowledge in a Neural Network - Semantic Scholarhttps://www.semanticscholar.org/.../Distilling-the-Knowledge-in-a-Neural- Geoffrey E. Hinton, Oriol Vinyals, Jeffrey Dean; ArXiv; 2015 ... Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four ... GitHub - chengshengchan/model_compression: Implementation of ...https://github.com/chengshengchan/model_compression [3] Hinton, G. E., Vinyals, O., and Dean, J. Distilling the knowledge in a neural network. arXiv 2015. [4] https://github.com/ethereon/caffe-tensorflow. [5] Network in ... | ||