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AdamMarblestone's profile
Adam Marblestone
Adam Marblestone
Adam Marblestone
@AdamMarblestone

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Adam Marblestone

@AdamMarblestone

Technologist, Scientist

adammarblestone.org
Joined February 2009

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    1. Gary Marcus‏ @GaryMarcus 30 Nov 2019
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      Gary Marcus Retweeted Gary Marcus

      thread on universally-quantified one to one mappings, which I still see as key bottleneck to future progress.https://twitter.com/GaryMarcus/status/1200637240214347776 …

      Gary Marcus added,

      Gary Marcus @GaryMarcus
      Replying to @kchonyc
      ps 2001 book proposed many specific problems ranging from generalizing low frequency default morphology to acquiring universally quantified one to one mappings to tracking identity and properties of individuals over time. community really has not engaged in any of these.
      3 replies 1 retweet 2 likes
    2. Adam Marblestone‏ @AdamMarblestone 30 Nov 2019
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      Replying to @GaryMarcus

      This looks pretty good though, no?pic.twitter.com/v92RFxrgRz

      2 replies 0 retweets 1 like
    3. Gary Marcus‏ @GaryMarcus 30 Nov 2019
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      Replying to @AdamMarblestone

      I am not sure it is a general solution but building in operations over variables as NTM's do is the crux of what I have been arguing for. IIRC i mentioned that specific work approvingly in my Deep Learning Critical Appraisal and follow up on Medium (In Defense of Skepticism).

      1 reply 0 retweets 1 like
      Adam Marblestone‏ @AdamMarblestone 10 Dec 2019
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      Replying to @GaryMarcus

      Yes, and FYI I think transformers with “relative position encoding” also arguably build in a syntactic/content independent variable binding mechanism https://arxiv.org/abs/1803.02155 

      2:20 AM - 10 Dec 2019
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      • Gary Marcus
      1 reply 0 retweets 1 like
        1. Adam Marblestone‏ @AdamMarblestone 10 Dec 2019
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          Replying to @AdamMarblestone @GaryMarcus

          Meanwhile, possibly, if the brain needs a dedicated variable binding mechanism, possibilities could include https://www.biorxiv.org/content/10.1101/304980v1.full … or better https://arxiv.org/abs/1611.03698v3 …

          0 replies 0 retweets 2 likes
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