Paper Citation Record · LEDGER

DGSAN: Discrete Generative Self-Adversarial Network

As of 21 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:1908.09127.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1908.09127 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T11:28:08.625996Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

verified exact1
verified fuzzy11
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aa4e2855-2065-464c-aa02-33f4585c52fa · outbound

This paper cites How (not) to Train your Generative Model: Scheduled Sampling, Likelihood, Adversary?.

DGSAN: Discrete Generative Self-Adversarial Network How (not) to Train your Generative Model: Scheduled Sampling, Likelihood, Adversary?

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.493530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b4471bd-3dc5-41f1-9bab-c04a618a37b6 · outbound

This paper cites Bengio, O.

DGSAN: Discrete Generative Self-Adversarial Network Bengio, O

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:28:09.163464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8cbc25e6-3333-4e2a-9bf3-3009debe321a · outbound

This paper cites Generative Adversarial Networks.

DGSAN: Discrete Generative Self-Adversarial Network Generative Adversarial Networks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.502583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0118f45-417d-4782-a54f-e1381f851308 · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:28:09.152200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2325502a-ab50-4dfa-986f-9e33be482381 · outbound

This paper cites NIPS 2016 Tutorial: Generative Adversarial Networks.

DGSAN: Discrete Generative Self-Adversarial Network NIPS 2016 Tutorial: Generative Adversarial Networks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.511269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b5ca89a-8f0b-493c-ab8b-d745a14097c2 · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:28:09.141197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9524105a-2415-425d-82ff-978766da5d03 · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:28:09.129394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ec62fa43-2125-4730-8927-f4772a97786e · outbound

This paper cites Maximum-Likelihood Augmented Discrete Generative Adversarial Networks.

DGSAN: Discrete Generative Self-Adversarial Network Maximum-Likelihood Augmented Discrete Generative Adversarial Networks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.523512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f337d8cb-1d5b-4784-8f70-9c8cfaaabf0f · outbound

This paper cites GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution.

DGSAN: Discrete Generative Self-Adversarial Network GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.528105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 726152b7-8cb3-450b-b1eb-3c00468dd22b · outbound

This paper cites Zhang, Z.

DGSAN: Discrete Generative Self-Adversarial Network Zhang, Z

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:28:09.118184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d2d60803-de30-453f-aa78-0405f9c22807 · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:28:09.105840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 54480c9a-08a5-491b-b3da-7ffadd8fbe05 · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:28:09.094103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 51e8aef2-6616-445d-b287-27e31dfbf3fe · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:28:09.082802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3aa740b1-049a-49a4-9de6-f076c4aecce4 · outbound

This paper cites Auto-Encoding Variational Bayes.

DGSAN: Discrete Generative Self-Adversarial Network Auto-Encoding Variational Bayes

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.546693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 023cea72-12be-4a7d-9314-fda8fef9e4e2 · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.550708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56016715-5b02-4604-ac8e-61dcf33a9dc1 · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:28:09.071749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2753dcf1-f602-4dcc-b716-bfe83e1474e4 · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.557983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a5243cb-d5b9-4bce-a74d-9035d12dc574 · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:28:09.061198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 425695c9-bb75-456b-8084-b623531fb2ad · outbound

This paper cites Dugas, Y.

DGSAN: Discrete Generative Self-Adversarial Network Dugas, Y

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:28:09.050074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fe6fe5e4-dee9-49c6-80ef-945f1c27c7ff · outbound

This paper cites Sugiyama, T.

DGSAN: Discrete Generative Self-Adversarial Network Sugiyama, T

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:28:09.038372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4fcf2e69-2f4a-4474-b73c-91e63091753e · outbound

This paper cites Nowozin, B.

DGSAN: Discrete Generative Self-Adversarial Network Nowozin, B

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:28:09.027350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3f91513c-34e6-4be2-8ec7-ddc7ae05ff3a · outbound

This paper cites Improved generator objectives for GANs.

DGSAN: Discrete Generative Self-Adversarial Network Improved generator objectives for GANs

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-14T11:28:08.863825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 61423a08-14bb-49c7-ab7c-835f2024bb6c · outbound

This paper cites Caccia, L.

DGSAN: Discrete Generative Self-Adversarial Network Caccia, L

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:28:09.015970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 262a241f-de7c-4a10-87ce-21c3faaf1cfd · outbound

This paper cites Papineni, S.

DGSAN: Discrete Generative Self-Adversarial Network Papineni, S

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:28:09.003564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 52a4cbf5-d9ea-44f6-8365-9f9815f5d4ed · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.587778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8ff9429-9153-44b6-9fd2-adef018df802 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

DGSAN: Discrete Generative Self-Adversarial Network BERTScore: Evaluating Text Generation with BERT

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.591409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c7f2efb-8ebc-4f54-9e04-4acb3c61cc0a · outbound

This paper cites Alihosseini, E.

DGSAN: Discrete Generative Self-Adversarial Network Alihosseini, E

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.595371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18863f1e-0aae-4847-9d58-deeca8f0ade4 · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.599478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7a24822-cd24-4cc2-82d7-a715a2f1d35a · outbound

This paper cites Heusel, H.

DGSAN: Discrete Generative Self-Adversarial Network Heusel, H

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:28:08.991299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8387654d-d05f-47bc-8c13-a317933d5c8c · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

DGSAN: Discrete Generative Self-Adversarial Network BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.607175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebca3780-5955-4619-b5db-bae204691a87 · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-14T11:28:08.980037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 09ac20e1-0f84-43fb-a8ce-535d72e9cf39 · outbound

This paper cites an unresolved cited work.

DGSAN: Discrete Generative Self-Adversarial Network Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T11:28:08.614547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c704946-28b6-44cc-9a5e-8f64f18564a6 · outbound

This paper cites Guyon, U.

DGSAN: Discrete Generative Self-Adversarial Network Guyon, U

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:28:08.968077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e537d085-277d-474c-a076-1ab94964185c · outbound

This paper cites Lemma 7.1.

DGSAN: Discrete Generative Self-Adversarial Network Lemma 7.1

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:28:08.954982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 180f16dd-4977-4aac-9608-a9f3cb41a17b · outbound

This paper cites lobster.

DGSAN: Discrete Generative Self-Adversarial Network lobster

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:28:08.943103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.