Variational autoencoder: Revision history

30 April 2025

• curprev 05:5305:53, 30 April 2025 Herbmuell talk contribs m 27,598 bytes +2 →Evidence lower bound (ELBO): x|z to be consistent with z|x just below. undo

17 April 2025

• curprev 15:1815:18, 17 April 2025 82.102.110.228 talk 27,596 bytes −20 Stochastic gradient descend has nothing to do with taking expectations. Undid revision 1280088605 by G.S.Ray (talk) undo Tag: Undo

13 April 2025

• curprev 14:4214:42, 13 April 2025 213.196.211.24 talk 27,616 bytes −13 Fix formatting. undo

19 March 2025

• curprev 12:5012:50, 19 March 2025 AndrewGibbs7 talk contribs m 27,629 bytes 0 Punctuation error - full stop should be a comma. undo

12 March 2025

• curprev 12:3012:30, 12 March 2025 G.S.Ray talk contribs m 27,629 bytes +20 Cleaned up phrasing and made clearer (I hope) the link between the statistical distance and the type of optimization algorithm. undo Tags: Reverted Visual edit

1 March 2025

• curprev 17:5317:53, 1 March 2025 Arjayay talk contribs m 27,609 bytes 0 Sp undo

16 January 2025

• curprev 14:3114:31, 16 January 2025 Bearcat talk contribs 27,609 bytes −71 No edit summary undo

15 January 2025

• curprev 13:3813:38, 15 January 2025 AnomieBOT talk contribs m 27,680 bytes −19 Dating maintenance tags: {{Clarify}} undo
• curprev 11:3611:36, 15 January 2025 2a0c:5bc0:40:1058:9e7b:efff:fe25:5bdb talk 27,699 bytes +90 →Reparameterization undo

9 January 2025

• curprev 15:2415:24, 9 January 2025 Aadirulez8 talk contribs m 27,609 bytes −36 v2.05 - Autofix / Fix errors for CW project (Link equal to linktext) undo Tag: WPCleaner

29 December 2024

• curprev 06:5006:50, 29 December 2024 Citation bot talk contribs 27,645 bytes +125 Alter: title, pages, year, template type. Add: chapter-url, isbn, doi, volume, series, chapter. Removed or converted URL. Removed parameters. Formatted dashes. Some additions/deletions were parameter name changes. Upgrade ISBN10 to 13. | Use this bot. Report bugs. | Suggested by Dominic3203 | Category:Neural network architectures | #UCB_Category 2/30 undo

26 December 2024

• curprev 20:1620:16, 26 December 2024 46.199.5.20 talk 27,520 bytes +585 →Variations undo
• curprev 19:5419:54, 26 December 2024 46.199.5.20 talk 26,935 bytes +55 The vocabulary used is not pedantic, but necessary. There is explicit discussion of the different parameter groups that are updated in VAEs. Please use Simple Wikipedia. Undid revision 1263693098 by 75.104.64.170 (talk): undo Tag: Undo
• curprev 19:4019:40, 26 December 2024 46.199.5.20 talk 26,880 bytes +171 →Overview of architecture and operation: Added some clarity on the technical terms. undo

18 December 2024

• curprev 02:4502:45, 18 December 2024 75.104.64.170 talk 26,709 bytes −55 →Evidence lower bound (ELBO): pedantic wording change undo Tag: Reverted
• curprev 02:4202:42, 18 December 2024 75.104.64.170 talk 26,764 bytes +16 →Evidence lower bound (ELBO) undo

6 December 2024

• curprev 19:2819:28, 6 December 2024 Viktor Guer talk contribs 26,748 bytes +2 →Further reading undo

14 November 2024

• curprev 22:2122:21, 14 November 2024 Viktor Guer talk contribs 26,746 bytes +5 →Further reading undo

14 October 2024

• curprev 03:0503:05, 14 October 2024 Citation bot talk contribs 26,741 bytes +162 Alter: title, template type. Add: class, doi, pages, issue, volume, journal, eprint, authors 1-1. Removed parameters. Some additions/deletions were parameter name changes. | Use this bot. Report bugs. | Suggested by Snowman304 | #UCB_toolbar undo
• curprev 03:0403:04, 14 October 2024 Snowman304 talk contribs 26,579 bytes −68 →Statistical distance VAE variants: updated citations undo Tag: ProveIt edit

6 October 2024

• curprev 03:1103:11, 6 October 2024 Citation bot talk contribs 26,647 bytes +39 Altered template type. Add: arxiv, pmid, authors 1-1. Removed parameters. Some additions/deletions were parameter name changes. | Use this bot. Report bugs. | Suggested by Jay8g | #UCB_toolbar undo

5 October 2024

• curprev 11:4611:46, 5 October 2024 Gmt37 talk contribs 26,608 bytes +4,367 No edit summary undo Tag: Visual edit: Switched

28 September 2024

• curprev 20:2320:23, 28 September 2024 Headbomb talk contribs 22,241 bytes −2 ce undo

23 September 2024

• curprev 02:4102:41, 23 September 2024 Cosmia Nebula talk contribs 22,243 bytes +320 →References: further reading section undo Tag: Visual edit

1 July 2024

• curprev 09:2109:21, 1 July 2024 Swierdo talk contribs m 21,923 bytes +44 fix broken references undo

16 June 2024

• curprev 10:2010:20, 16 June 2024 Citation bot talk contribs 21,879 bytes +16 Altered template type. Add: eprint, class. Removed parameters. Some additions/deletions were parameter name changes. | Use this bot. Report bugs. | Suggested by Headbomb | #UCB_toolbar undo
• curprev 10:2010:20, 16 June 2024 Headbomb talk contribs 21,863 bytes +2 ce undo
• curprev 10:1710:17, 16 June 2024 Citation bot talk contribs 21,861 bytes −98 Alter: chapter-url, url. URLs might have been anonymized. Add: arxiv, authors 1-1. Removed or converted URL. Removed access-date with no URL. Removed parameters. Some additions/deletions were parameter name changes. | Use this bot. Report bugs. | Suggested by Headbomb | #UCB_toolbar undo

12 June 2024

• curprev 18:4918:49, 12 June 2024 Daniel.Cardenas talk contribs 21,959 bytes +228 add ref: In machine learning, a '''variational autoencoder''' ('''VAE''') is an artificial neural network architecture introduced by Diederik P. Kingma and Max Welling.<ref>{{Citation |last=Kingma |first=Diederik P. |title=Auto-Encoding Variational Bayes |date=2022-12-10 |url=http://arxiv.org/abs/1312.6114 |access-date=2024-06-12 |doi=10.48550/arXiv.1312.6114 |last2=Welling |first2=Max}}</ref> undo Tag: 2017 wikitext editor

11 June 2024

• curprev 16:5216:52, 11 June 2024 68.42.70.82 talk 21,731 bytes +3 Fix typo undo

10 June 2024

• curprev 16:4516:45, 10 June 2024 AnomieBOT talk contribs m 21,728 bytes +15 Dating maintenance tags: {{Cn}} undo
• curprev 16:2516:25, 10 June 2024 WikiLinuz talk contribs 21,713 bytes −240 rm unreliable src/promotion undo

30 May 2024

• curprev 13:5313:53, 30 May 2024 141.35.64.231 talk 21,953 bytes −1 maximisation needs gradient ascent; gradient descent leads to local minima undo

11 May 2024

• curprev 14:4314:43, 11 May 2024 Yoderj talk contribs m 21,954 bytes +1 →Overview of architecture and operation: add space before acryonym undo
• curprev 14:4214:42, 11 May 2024 Yoderj talk contribs m 21,953 bytes 0 Typo fix for previous edit. undo
• curprev 14:4114:41, 11 May 2024 Yoderj talk contribs 21,953 bytes +73 Clarify a point that I'm confident of (but only have references for a related field). undo

19 March 2024

• curprev 10:5910:59, 19 March 2024 WikiCleanerBot talk contribs m 21,880 bytes −1 v2.05b - Bot T20 CW#61 - Fix errors for CW project (Reference before punctuation) undo Tag: WPCleaner

15 March 2024

• curprev 20:1320:13, 15 March 2024 Yoderj talk contribs 21,881 bytes +285 Correct my text from earlier today -- VAEs map inputs to distributions within the latent space, even though the latent space is itself a distribution. undo
• curprev 19:1319:13, 15 March 2024 Yoderj talk contribs 21,596 bytes +295 Undid my own revision 1213892052 by Yoderj (talk) -- again, I think I removed it in error. undo Tag: Undo
• curprev 19:1219:12, 15 March 2024 Yoderj talk contribs 21,301 bytes −295 →Formulation: Revert [an old (last Fall) edit by an IP user](https://en.wikipedia.org/w/index.php?diff=1122730073&oldid=1122661129&title=Variational_autoencoder) that seems to introduce an error into the article. undo Tag: Reverted
• curprev 18:3518:35, 15 March 2024 Yoderj talk contribs 21,596 bytes +2 Raise graphic to intro undo
• curprev 18:3018:30, 15 March 2024 Yoderj talk contribs 21,594 bytes −48 Rewrite second paragraph. Hopefully I didn't clobber the mathematical perspective too much while at the same time clarifying the structure of a VAE a bit. undo

14 March 2024

• curprev 21:4121:41, 14 March 2024 Yoderj talk contribs 21,642 bytes 0 Fix fix of broken link. (See prev edit) undo
• curprev 21:4121:41, 14 March 2024 Yoderj talk contribs 21,642 bytes +20 Change broken link to link to a subsection of this article. undo

20 February 2024

• curprev 07:4107:41, 20 February 2024 Grahamsnumber talk contribs m 21,622 bytes +1 →Overview of architecture and operation: Punctuation correction undo

16 December 2023

• curprev 11:5411:54, 16 December 2023 87.101.7.197 talk 21,621 bytes +59 →Overview of architecture and operation: I am pretty sure I made the right references, but since I am learning this and missed it, please validate. undo

15 December 2023

• curprev 19:2419:24, 15 December 2023 Cosmia Nebula talk contribs 21,562 bytes +4 link to reparameterization trick !w undo Tag: Visual edit

5 December 2023

• curprev 10:4010:40, 5 December 2023 185.62.158.10 talk 21,558 bytes +6 →Overview of architecture and operation: Define the abbreviation KL-D. undo

14 November 2023

• curprev 13:4713:47, 14 November 2023 Jonesey95 talk contribs 21,552 bytes +10 →Reparameterization: clarify span doesn't work in this situation undo
• curprev 13:4513:45, 14 November 2023 Jonesey95 talk contribs 21,542 bytes +2 Fix Linter errors. undo