Distill

@distillpub

Supporting Clarity in Machine Learning

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Joined October 2016
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  1. Jul 2

    Distill will be taking a one year hiatus starting today, which may be extended indefinitely. Our editorial team has written some reflections on what we've learned over the past five years, and the factors that led to this decision.

    58 replies 144 retweets 1,067 likes
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  2. May 6

    Adversarial Reprogramming of Neural Cellular Automata — A new Distill article by , , , and . This is the fourth article in the Differentiable Self-organizing Systems thread.

    31 retweets 122 likes
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  3. Retweeted
    Apr 9

    New lenses – tools for seeing more detail more clearly –are essential for any scientific endeavor, and this new Circuits article by et al. provides us with an incredibly crisp example of why.

    Weight Banding — A new Distill article by , , , , , and . This is the ninth article in the Circuits thread.
    3 replies 10 retweets 62 likes
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  4. Retweeted
    Apr 11

    For today's Dynamically Typed, I finally sat down to read (and summarize!) three recent articles, on multimodal neurons, branch specialization, and weight banding. I'll highlight each one in this thread; all three are also here: (1/4)

    1 reply 3 retweets 30 likes
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  5. Apr 8

    Weight Banding — A new Distill article by , , , , , and . This is the ninth article in the Circuits thread.

    1 reply 31 retweets 142 likes
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  6. Apr 6

    Branch Specialization — A new Distill article by , , , , , and . This is the eighth article in the Circuits thread.

    9 retweets 56 likes
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  7. Retweeted
    Apr 6

    Do neural networks have any emergent structures that are larger-scale than circuits? In our new Circuits article, we investigate the tendency of neural network branches to *specialize* – sorting closely-related features together across distinct branches.

    6 replies 70 retweets 309 likes
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  8. Mar 4

    Multimodal Neurons in Artificial Neural Networks -- A new Distill article by , , , , , , , and .

    44 retweets 159 likes
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  9. Feb 11

    Self-Organising Textures — A new Distill article by , , , and . This is the third article in the Differentiable Self-organizing Systems thread.

    1 reply 44 retweets 161 likes
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  10. Feb 4

    Visualizing Weights — A new Distill article by , , , , , Ben Egan, Swee Kiat Lim, and . This is the seventh article in the circuits thread.

    46 retweets 191 likes
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  11. Feb 1

    Curve Circuits — A new Distill article by , , , , , and . This is the sixth article in the circuits thread.

    1 reply 23 retweets 122 likes
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  12. Jan 27

    High-Low Frequency Detectors — A new Distill article by , , and . This is the fifth article in the circuits thread.

    1 reply 30 retweets 118 likes
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  13. 8 Dec 2020

    Naturally Occurring Equivariance in Neural Networks -- A new Distill article by , , , , and . This is the fourth article in the circuits thread.

    38 retweets 191 likes
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  14. 17 Nov 2020

    Understanding RL Vision -- A new Distill article by , , , , and .

    3 replies 59 retweets 173 likes
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  15. 11 Sep 2020

    Communicating with Interactive Articles -- A new Distill article by , , , and .

    3 replies 66 retweets 235 likes
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  16. 27 Aug 2020

    Interested in this line of work? Check out the channel on the Distill slack () for discussion and ongoing experiments!

    1 reply 7 retweets 20 likes
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  17. 27 Aug 2020

    Self-classifying MNIST Digits -- A new Distill article by , , , and . This is the second article in the differentiable self-organizing systems thread.

    4 replies 48 retweets 193 likes
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  18. 9 Jun 2020

    This should be resolved!

    5 likes
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  19. 9 Jun 2020

    is down as of 1pm PT. We're presently investigating and hope to have service restored soon. You chan check our status here:

    1 reply 2 retweets 27 likes
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  20. 5 May 2020

    Exploring Bayesian Optimization — A new Distill article by and

    2 replies 141 retweets 553 likes
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