Impressive advances in AI - Revision history

Lê Nguyên Hoang: /* Image processing */

2020-02-17T21:10:20Z

Image processing

Lê Nguyên Hoang: /* Image processing */

2020-02-17T21:07:41Z

Image processing

Lê Nguyên Hoang at 16:08, 15 February 2020

2020-02-15T16:08:21Z

Lê Nguyên Hoang: /* Image processing */

2020-01-27T18:47:55Z

Image processing

Lê Nguyên Hoang at 18:44, 27 January 2020

2020-01-27T18:44:07Z

Lê Nguyên Hoang: /* Sound processing */

2020-01-27T08:11:30Z

Sound processing

Lê Nguyên Hoang: Created page with "This page lists impressive results in machine learning. == Image processing == Online photorealistic portrait generator is available at [http://thispersondoesnotexist.com th..."

2020-01-20T21:24:32Z

Created page with "This page lists impressive results in machine learning. == Image processing == Online photorealistic portrait generator is available at [http://thispersondoesnotexist.com th..."

New page

This page lists impressive results in machine learning.

== Image processing ==

Online photorealistic portrait generator is available at [http://thispersondoesnotexist.com thispersondoesnotexist.com].

Detect gayness from picture.

Detect heart beat rate from video.

ZAO allows users to face swap from one picture, and [https://twitter.com/AllanXia/status/1168049059413643265 become Di Caprio in Titanic].

[https://arxiv.org/pdf/1902.06838 JoPark][https://dblp.org/rec/bibtex/journals/corr/abs-1902-06838 19] propose a GAN to easily [https://github.com/run-youngjoo/SC-FEGAN photoshop real images] in milliseconds. Similar inpaintings by NVIDIA are available [https://www.youtube.com/watch?v=gg0F5JjKmhA here].

[http://openaccess.thecvf.com/content_ICCV_2019/papers/Nirkin_FSGAN_Subject_Agnostic_Face_Swapping_and_Reenactment_ICCV_2019_paper.pdf NKH][https://dblp.org/rec/bibtex/journals/corr/abs-1908-05932 19] propose face swapping and reenactement techniques.

== Sound processing ==

[https://arxiv.org/pdf/1806.04558 JZWWS+][https://dblp.org/rec/bibtex/conf/nips/JiaZWWSRCNPLW18 18] learns to synthesize voice from 5-second samples.

[https://openai.com/blog/musenet/ Payne19] proposed MuseNet to create musical compositions.

Google Duplex.

== Natural language processing ==

[https://openai.com/blog/better-language-models/ RWAAC+19] proposed GPT2, which you can play with on [https://talktotransformer.com/ talktotransformer.com].

[https://openreview.net/pdf?id=H196sainb LCRDJ][https://dblp.org/rec/bibtex/conf/iclr/LampleCRDJ18 18] 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 ==

[https://www.pnas.org/content/pnas/112/4/1036.full.pdf YKS][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Computer-based+personality+judgments+are+more+accurate+than+those+made+by+humans&btnG= 15] showed that algorithms outperformed even close relatives at predicting an individuals' personality traits derived from a combination of relatives' judgments.

[https://arxiv.org/pdf/1510.06769 EIYSDH][https://dblp.org/rec/bibtex/conf/icassp/EskimezIYSDH16 16] showed that algorithms could outperform naive humans at emotion classification based on images.

== Problem solving ==

AlphaFold [https://kstatic.googleusercontent.com/files/b4d715e8f8b6514cbfdc28a9ad83e14b6a8f86c34ea3b3cc844af8e76767d21ac3df5b0a9177d5e3f6a40b74caf7281a386af0fab8ca62f687599abaf8c8810f EJKSG+][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=De+novo+structure+prediction+with+deep%C2%ADlearning+based+scoring&btnG= 18] [https://www.nature.com/articles/s41586-019-1923-7.epdf?author_access_token=Z_KaZKDqtKzbE7Wd5HtwI9RgN0jAjWel9jnR3ZoTv0MCcgAwHMgRx9mvLjNQdB2TlQQaa7l420UCtGo8vYQ39gg8lFWR9mAZtvsN_1PrccXfIbc6e-tGSgazNL_XdtQzn1PHfy21qdcxV7Pw-k3htw%3D%3D SEJKS+][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Improved+protein+structure+prediction+using+potentials+from+deep+learning&btnG= 20]

Deep learning for symbolic math [https://arxiv.org/pdf/1912.01412 LampleCharton][https://dblp.org/rec/bibtex/journals/corr/abs-1912-01412 19]

@@ Line 5: / Line 5: @@
 Online photorealistic portrait generator is available at [http://thispersondoesnotexist.com thispersondoesnotexist.com].
-[https://imglarger.com/ imglarger.com] proposes super-resolution enhancement.
+[https://imglarger.com/ imglarger.com] proposes super-resolution enhancement, while [http://bgeraser.com/ bgeraser.com] proposes background erasing.
 [https://pdfs.semanticscholar.org/af30/a2394c620132884bb98c78b6b9e46c791482.pdf WangKosinski][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Deep+neural+networks+are+more+accurate+than+humans+at+detecting+sexual+orientation+from+facial+images&btnG= 18] Detect gayness from picture.

← Older revision		Revision as of 21:07, 17 February 2020
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	Online photorealistic portrait generator is available at [http://thispersondoesnotexist.com thispersondoesnotexist.com].		Online photorealistic portrait generator is available at [http://thispersondoesnotexist.com thispersondoesnotexist.com].
		+
		+	[https://imglarger.com/ imglarger.com] proposes super-resolution enhancement.

	[https://pdfs.semanticscholar.org/af30/a2394c620132884bb98c78b6b9e46c791482.pdf WangKosinski][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Deep+neural+networks+are+more+accurate+than+humans+at+detecting+sexual+orientation+from+facial+images&btnG= 18] Detect gayness from picture.		[https://pdfs.semanticscholar.org/af30/a2394c620132884bb98c78b6b9e46c791482.pdf WangKosinski][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Deep+neural+networks+are+more+accurate+than+humans+at+detecting+sexual+orientation+from+facial+images&btnG= 18] Detect gayness from picture.

← Older revision		Revision as of 16:08, 15 February 2020
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	[http://openaccess.thecvf.com/content_ICCV_2019/papers/Nirkin_FSGAN_Subject_Agnostic_Face_Swapping_and_Reenactment_ICCV_2019_paper.pdf NKH][https://dblp.org/rec/bibtex/journals/corr/abs-1908-05932 19] propose face swapping and reenactement techniques.		[http://openaccess.thecvf.com/content_ICCV_2019/papers/Nirkin_FSGAN_Subject_Agnostic_Face_Swapping_and_Reenactment_ICCV_2019_paper.pdf NKH][https://dblp.org/rec/bibtex/journals/corr/abs-1908-05932 19] propose face swapping and reenactement techniques.
		+
		+	[http://openaccess.thecvf.com/content_ICCV_2019/papers/Zhou_Deep_Single-Image_Portrait_Relighting_ICCV_2019_paper.pdf ZHSJ][https://scholar.google.ch/scholar?hl=en&as_sdt=0%2C5&q=Deep+Single+Image+Portrait+Relighting&btnG= 19] propose re-lightening techniques.

	== Sound processing ==		== Sound processing ==

← Older revision		Revision as of 18:44, 27 January 2020
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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]
		+
		+	==
		+
		+	[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).

← Older revision		Revision as of 08:11, 27 January 2020
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	[https://openai.com/blog/musenet/ Payne19] proposed MuseNet to create musical compositions.		[https://openai.com/blog/musenet/ Payne19] proposed MuseNet to create musical compositions.
		+
		+	[https://www.respeecher.com Respeecher] allows to create speeches in another person's voice.

	Google Duplex.		Google Duplex.