unsupervised learning
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www.slideshare.net38ブックマークdeep learningわからん & An Analysis of Single-Layer Networks in Unsupervised Feature Learning (NIPS2010)読んだメモ - 糞糞糞ネット弁慶Deep learning 2009年半ばぐらいからdeliciousのエントリーにDeep Learningの名前を良く見るので気になっていた． http://www.quora.com/Why-does-deep-learning-require-the-construction-of-generative-data-models Deep Learning via Hessian-free Optimization (slide) このquoraとスライドなどを読んでもまだわから...
repose.hatenadiary.jp
repose.hatenadiary.jp18ブックマークUnsupervised Representation Learning with Deep Convolutional Generative Adversarial NetworksIn recent years, supervised learning with convolutional networks (CNNs) has seen huge adoption in computer vision applications. Comparatively, unsupervised learning with CNNs has received less attention. In this work we hope to help bridge the gap between the success of CNNs for supervised learni...
arxiv.org
arxiv.org
takmin.hatenablog.com
www.slideshare.net13ブックマークUnsupervised Feature Learning and Deep Learning TutorialDescription: This tutorial will teach you the main ideas of Unsupervised Feature Learning and Deep Learning. By working through it, you will also get to implement several feature learning/deep learning algorithms, get to see them work for yourself, and learn how to apply/adapt these ideas to new ...
deeplearning.stanford.edu
deeplearning.stanford.edu
openai.com13ブックマークBuilding High-level Features Using Large Scale Unsupervised LearningBuilding High-level Features Using Large Scale Unsupervised Learning Quoc V. Le quocle@cs.stanford.edu Marc’Aurelio Ranzato ranzato@google.com Rajat Monga rajatmonga@google.com Matthieu Devin mdevin@google.com Kai Chen kaichen@google.com Greg S. Corrado gcorrado@google.com Jeff Dean jeff@google.c...
research.google.com
research.google.com
deepmind.google