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| About 351 results Outrageously Large Neural Networks: The Sparsely-Gated Mixture ...https://arxiv.org/abs/1701.06538 Jan 23, 2017 ... Conditional computation, where parts of the network are active on a ... We introduce a Sparsely-Gated Mixture-of-Experts layer (MoE), ... [PDF] outrageously large neural networks: the sparsely-gated mixture-of ...https://openreview.net/pdf?id=B1ckMDqlg Noam Shazeer1, Azalia Mirhoseini∗†1, Krzysztof Maziarz∗2, Andy Davis1, Quoc ... troduce a Sparsely-Gated Mixture-of-Experts layer (MoE), consisting of up to ... (Krizhevsky et al., 2012; Le et al., 2012), and audio (Hinton et al., 2012; Amodei et ...... Dean. Google's multilingual neural machine translation system: Enabling ... [Research] Outrageously Large Neural Networks: The Sparsely ...https://www.reddit.com/.../research_outrageously_large_neural_networks_the Jan 24, 2017 ... Geoffrey Hinton (11/10/2014) .... Title: Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of- Experts Layer. Authors: Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc Le, Geoffrey Hinton, Jeff Dean ... We introduce a Sparsely-Gated Mixture-of- Experts layer (MoE), ... Outrageously Large Neural Networks: The Sparsely-Gated Mixture ...https://news.ycombinator.com/item?id=13518039 Jan 30, 2017 ... Outrageously Large Neural Networks: The Sparsely-Gated ... Designing a neural network is a thousand times harder than I imagined. ... Do you flatten this layer, do you use relu, do you need a SECOND neural network to ...... But this poses a neat mixture of experts problem instrinsic to diagnosis. The Sparsely-Gated Mixture-of-Experts Layer - GitHubhttps://github.com/dennybritz/deeplearning.../mixture-experts.md Nov 28, 2016 ... Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer. TLDR; The authors introduce a new type of layer, the ... Network Architecture - Real AIrealai.org/network-architecture/ (2017) propose ThalNet, a modular neural network inspired by neocortical ... ( 2017) introduced a Sparsely-Gated Mixture-of-Experts (MoE) layer where ... Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc Le, Geoffrey Hinton, and Jeff Dean. Outrageously Large Neural Networks: The Sparsely-Gated ... Ginormous Neural Nets and Networks of Networks | Spartan Ideasspartanideas.msu.edu/.../ginormous-neural-nets-and-networks-of-networks/ Mar 15, 2017 ... Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer. Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc Le , Geoffrey Hinton, Jeff Dean ... We introduce a Sparsely-Gated Mixture-of-Experts layer (MoE), consisting of up to thousands of feed-forward ... Arxiv Sanity Preserverwww.arxiv-sanity.com/1312.4314 Learning Factored Representations in a Deep Mixture of Experts ... experts by associating each input with a combination of experts at each layer, yet ... Geoffrey Hinton, Oriol Vinyals, Jeff Dean ... Outrageously Large Neural Networks: The Sparsely-Gated ... Krzysztof Maziarz, Andy Davis, Quoc Le, Geoffrey Hinton, Jeff Dean [PDF] outrageously large neural networks: the sparsely-gated mixture-of ...cslt.riit.tsinghua.edu.cn/.../ Noam Shazeer. Google. Mountain View, CA ... Azalia Mirhoseini ... krzysztof. maziarz. @student.uj.edu.pl. Quoc Le. Google. Mountain View, CA ... type of neural network layer: a Sparsely-Gated Mixture-of-Experts (MoE). ... 2012; Le et al., 2012), and audio (Hinton et al., 2012; Amodei et al., 2015). Thus ..... and Andy Davis. Research Blog: Research at Google and ICLR 2017https://research.googleblog.com/.../research-at-google-and-iclr-2017.html Apr 24, 2017 ... Ofir Nachum, Mohammad Norouzi, Dale Schuurmans Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc Le, Geoffrey Hinton, Jeff Dean Unrolled Generative Adversarial Networks Luke Metz, Ben ... | ||