LSTM paper had ~50 citations from 1997 until 2014 when the seq2seq paper made it quite popular (approaching 100K) now. Hang in there ; )
@oriolvinyalsml
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Zero Papers Accepted to ICLR2023 Conference Achievement
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Zero accepted papers to #ICLR2023 / Zero submitted . Acceptance rate = NaN #achievementunlocked
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Chatbots Connected to Search: Sparrow and Perplexity AI
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E.g. our own Sparrow connects a chatbot to @Google search. A cool demo by @perplexity_ai shows something similar, and also allows you to query a @Twitter database for e.g. "histogram of top words from my tweets" (somehow I seem to use @ylecun a lot???).
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LLMs With Tools: Beyond Single-Word Generation
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Many people mistakenly think that large language models that generate one word at a time is the end game.
— Oriol Vinyals (@OriolVinyalsML) 11 janvier 2023
Connecting LLMs with tools, e.g.: search engines, python interpreters, etc., is super exciting, and leverages tools' power, robustness & more! pic.twitter.com/39PmdYEgwvMany people mistakenly think that large language models that generate one word at a time is the end game.
Connecting LLMs with tools, e.g.: search engines, python interpreters, etc., is super exciting, and leverages tools' power, robustness & more! -
AlphaFold2: The ImageNet Moment in Protein Folding
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#AlphaFold2 indeed was the ImageNet moment in protein folding. What field will be next? Gotta neural nets!
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AlphaFold2 Dominates CASP15 Protein Folding Competition
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Protein folding competition #CASP15 has followed the same pattern observed in computer vision back in 2012, revolutionized by Deep Learning. Following dominance of #AlphaFold2 in #CASP14, all top methods this year build on top of AF2.
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Flamingo AI Advances Computer Vision Beyond Past Predictions
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10 yrs ago @karpathy wrote a blog post on the outlook of AI: https://
karpathy.github.io/2012/10/22/sta
te-of-computer-vision/
… in which he describes how difficult it would be for an AI to understand a given photo, concluding "we are very, very far and this depresses me."
Today, our Flamingo steps up to the challenge. -
Testing Flamingo AI’s Image Recognition Against Parental Challenge
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The "Parents AI test". My dad just sent me a picture and told me: "there's no way AI can guess what this is". Challenge accepted! #Flamingo
