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michael_nielsen's profile
michael_nielsen
michael_nielsen
michael_nielsen
@michael_nielsen

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michael_nielsen

@michael_nielsen

Searching for the numinous. Co-purveyor of https://quantum.country/ 

San Francisco, CA
michaelnielsen.org
Joined July 2008

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    1. Colin Raffel‏ @colinraffel Sep 19
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      If you are reeling from a NeurIPS rejection or stressing about an ICLR submission, remember that some of the best papers were never published anywhere except arxiv. Thread of a few favorites (1/5):

      18 replies 170 retweets 707 likes
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    2. Colin Raffel‏ @colinraffel Sep 19
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      "Generating Sequences with RNNs" by Graves https://arxiv.org/abs/1308.0850  This paper blew my mind when it came out, showing that it was possible to generate plausible text and handwriting with RNNs. Includes the predecessors of attention, Adam, etc... (2/5)

      2 replies 6 retweets 97 likes
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    3. Colin Raffel‏ @colinraffel Sep 19
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      WaveNet by van den Oord et al. https://arxiv.org/abs/1609.03499  Until this came out I don't think most of us expected that we'd be able to generate raw waveforms with deep networks anytime soon. The results were surprisingly good and the architecture remains influential. (3/5)

      2 replies 4 retweets 86 likes
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    4. Colin Raffel‏ @colinraffel Sep 19
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      "Learning to Generate Reviews and Discovering Sentiment" by Radford et al. https://arxiv.org/abs/1704.01444  A simple and surprising result (thresholding a neuron in an unsupervised LM could classify sentiment accurately) that helped kicked off the transfer learning craze in NLP. (4/5)

      2 replies 5 retweets 66 likes
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    5. Colin Raffel‏ @colinraffel Sep 19
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      "Implicit Autoencoders" by Makhzani https://arxiv.org/abs/1805.09804  A deeper cut, this paper (loosely speaking) proposes a VAE where both the "reconstruction" and "regularization" terms are replaced with adversarial losses. Impressive results on disentangling style and content. (5/5)

      2 replies 12 retweets 98 likes
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    6. Colin Raffel‏ @colinraffel Sep 19
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      (post your favorites too!)

      7 replies 2 retweets 10 likes
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      michael_nielsen‏ @michael_nielsen Sep 19
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      Replying to @colinraffel

      Kitaev's paper introducing topological quantum computing: https://arxiv.org/abs/quant-ph/9707021 … Probably one of the most important papers in science of the past 50 years, IMO. Many years later (6, IIRC) it was published in a journal, but it was basically an arXiv paper.

      7:38 PM - 19 Sep 2019
      • 1 Retweet
      • 7 Likes
      • Sean Pedersen Moksh Jain Timothy Lau Yasaman Bahri Matthew Johnson Grant Watson
      2 replies 1 retweet 7 likes
        1. Colin Raffel‏ @colinraffel Sep 20
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          Replying to @michael_nielsen

          So good! This reminds me that I need to read "Quantum computing for the very curious".

          0 replies 0 retweets 2 likes
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        1. michael_nielsen‏ @michael_nielsen Sep 19
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          Replying to @michael_nielsen @colinraffel

          And, of course, Perelman's famous papers proving the Poincare conjecture: https://arxiv.org/abs/math/0211159 … https://arxiv.org/abs/math/0303109 … https://arxiv.org/abs/math/0307245 …

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