Handcrafted Local Features are Convolutional Neural Networks — mentioned by Sergej-Shegurin

Mon, 14 Mar 2016 16:19:13 GMT

(1) Adversarial learning is unsupervised and works great. Most of language modeling is unsupervised (you predict next word, but it's not real supervision because it's self-supervision). There're many works in computer vision which are unsupervised and still give more or less reasonable performance. See f.e. http://arxiv.org/pdf/1511.05045v2.pdf for unsupervised learning in action recognition, also http://arxiv.org/pdf/1511.06434v2.pdf and http://www.arxiv-sanity.com/search?q=unsupervised (2) ImageNet supervision gives you much information to solve other computer vision tasks. So perhaps we…

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Handcrafted Local Features are Convolutional Neural Networks · HackerPapers discussions

Handcrafted Local Features are Convolutional Neural Networks — mentioned by Sergej-Shegurin