Difference between revisions of "Impressive advances in AI"
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Deep learning for symbolic math [https://arxiv.org/pdf/1912.01412 LampleCharton][https://dblp.org/rec/bibtex/journals/corr/abs-1912-01412 19] | Deep learning for symbolic math [https://arxiv.org/pdf/1912.01412 LampleCharton][https://dblp.org/rec/bibtex/journals/corr/abs-1912-01412 19] | ||
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| + | [https://www.amazon.com/Clinical-Versus-Statistical-Prediction-Theoretical/dp/0963878492 Meehl54] list examples from 1954 where statistical computations suffice to outperform clinical predictions by doctors (to verify). | ||
Revision as of 19:44, 27 January 2020
This page lists impressive results in machine learning.
Contents
Image processing
Online photorealistic portrait generator is available at thispersondoesnotexist.com.
Detect gayness from picture.
Detect heart beat rate from video.
ZAO allows users to face swap from one picture, and become Di Caprio in Titanic.
JoPark19 propose a GAN to easily photoshop real images in milliseconds. Similar inpaintings by NVIDIA are available here.
NKH19 propose face swapping and reenactement techniques.
Sound processing
JZWWS+18 learns to synthesize voice from 5-second samples.
Payne19 proposed MuseNet to create musical compositions.
Respeecher allows to create speeches in another person's voice.
Google Duplex.
Natural language processing
RWAAC+19 proposed GPT2, which you can play with on talktotransformer.com.
LCRDJ18 achieved state-of-the-art translations without parallel data. They simply found a rotation of the word embeddings of two languages that make the embeddings fit nicely.
Games
AlphaGo, Alpha Zero.
AlphaStar.
Social skills
YKS15 showed that algorithms outperformed even close relatives at predicting an individuals' personality traits derived from a combination of relatives' judgments.
EIYSDH16 showed that algorithms could outperform naive humans at emotion classification based on images.
Problem solving
Deep learning for symbolic math LampleCharton19
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Meehl54 list examples from 1954 where statistical computations suffice to outperform clinical predictions by doctors (to verify).
