Paper Citation Record · LEDGER

Dual Adversarial Inference for Text-to-Image Synthesis

As of 16 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:1908.05324.

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

pith.paper-citation-record.v1
1908.05324 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:21:40.008202Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

37 of 37 outbound references displayed

verified exact0
verified fuzzy31
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 373de361-285c-4e72-836d-c5354cb8d309 · outbound

This paper cites Augmented cyclegan: Learning many-to-many mappings from unpaired data.

Dual Adversarial Inference for Text-to-Image Synthesis Augmented cyclegan: Learning many-to-many mappings from unpaired data

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.570787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 07ec852a-4490-4ba0-a4aa-c048869f6e91 · outbound

This paper cites Adversarial learning of semantic relevance in text to image synthesis.

Dual Adversarial Inference for Text-to-Image Synthesis Adversarial learning of semantic relevance in text to image synthesis

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.559807Z

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Observation c71757a0-e16a-4408-b36c-5c85f6fd44fe · outbound

This paper cites Infogan: Interpretable rep- resentation learning by information maximizing generative adversarial nets.

Dual Adversarial Inference for Text-to-Image Synthesis Infogan: Interpretable rep- resentation learning by information maximizing generative adversarial nets

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.547106Z

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Observation 70984c87-4f15-4cea-83e2-52130d52fecb · outbound

This paper cites Independent component analysis, a new con- cept? Signal processing, 36(3):287–314, 1994.

Dual Adversarial Inference for Text-to-Image Synthesis Independent component analysis, a new con- cept? Signal processing, 36(3):287–314, 1994

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.534843Z

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Observation 5b91c204-1aa7-4bb1-a4bf-541949be8c60 · outbound

This paper cites TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network.

Dual Adversarial Inference for Text-to-Image Synthesis TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network

Reference 5

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Observation e3032e35-9622-4288-becb-e7f5ad6b8baf · outbound

This paper cites Ad- versarial feature learning.

Dual Adversarial Inference for Text-to-Image Synthesis Ad- versarial feature learning

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.522403Z

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Observation 52f765b0-51c1-4dd1-a445-fe51a36d6ef6 · outbound

This paper cites Adversarially learned inference.

Dual Adversarial Inference for Text-to-Image Synthesis Adversarially learned inference

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.510524Z

Source-reported events for the cited work

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Observation 3db4c50b-baf6-4192-8c44-a24f0af4f91e · outbound

This paper cites Image-to-image translation for cross-domain disentan- glement.

Dual Adversarial Inference for Text-to-Image Synthesis Image-to-image translation for cross-domain disentan- glement

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.499891Z

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Observation 50676f40-866c-4b24-8be7-4a10663a47cb · outbound

This paper cites Generative adversarial nets.

Dual Adversarial Inference for Text-to-Image Synthesis Generative adversarial nets

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.489198Z

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Observation 3779b16a-88ce-457c-ae5e-1ff99d3b52e4 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

Dual Adversarial Inference for Text-to-Image Synthesis Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.478284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1dfa73c1-a895-42a2-bccf-ffa2c1ae6bc6 · outbound

This paper cites beta-vae: Learning basic visual con- cepts with a constrained variational framework.

Dual Adversarial Inference for Text-to-Image Synthesis beta-vae: Learning basic visual con- cepts with a constrained variational framework

Reference 11

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Source-reported events for the cited work

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Observation 89268fde-94e6-470f-8fdd-1a9d25c83a1f · outbound

This paper cites Inferring semantic layout for hierarchical text- to-image synthesis.

Dual Adversarial Inference for Text-to-Image Synthesis Inferring semantic layout for hierarchical text- to-image synthesis

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.459243Z

Source-reported events for the cited work

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Observation 14796bbf-537a-49b7-98f8-ce9d8fe9ec46 · outbound

This paper cites Variational autoencoders and nonlinear ica: A unifying framework.

Dual Adversarial Inference for Text-to-Image Synthesis Variational autoencoders and nonlinear ica: A unifying framework

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.445819Z

Source-reported events for the cited work

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Observation 642db95d-7056-4b69-ac60-673421958777 · outbound

This paper cites Learning to discover cross-domain relations with generative adversarial networks.

Dual Adversarial Inference for Text-to-Image Synthesis Learning to discover cross-domain relations with generative adversarial networks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.433976Z

Source-reported events for the cited work

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Observation 4a977ff7-c111-4132-a568-97357c973e47 · outbound

This paper cites Adam: A method for stochastic optimization.

Dual Adversarial Inference for Text-to-Image Synthesis Adam: A method for stochastic optimization

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.423152Z

Source-reported events for the cited work

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Observation 4f007d90-cf13-4a1e-9ec8-578d1e37486a · outbound

This paper cites Auto-encoding varia- tional bayes.

Dual Adversarial Inference for Text-to-Image Synthesis Auto-encoding varia- tional bayes

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.412185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation de06a6bc-37ef-44d6-867d-3f960eb72e93 · outbound

This paper cites Autoencoding beyond pixels using a learned similarity metric.

Dual Adversarial Inference for Text-to-Image Synthesis Autoencoding beyond pixels using a learned similarity metric

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.401089Z

Source-reported events for the cited work

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Observation bacac704-6c4b-49d3-b392-01f78eaebb6b · outbound

This paper cites Diverse image-to-image translation via disentangled representations.

Dual Adversarial Inference for Text-to-Image Synthesis Diverse image-to-image translation via disentangled representations

Reference 18

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Observation ea1a653b-1121-4d55-b68e-56b478568639 · outbound

This paper cites Alice: To- wards understanding adversarial learning for joint distribu- tion matching.

Dual Adversarial Inference for Text-to-Image Synthesis Alice: To- wards understanding adversarial learning for joint distribu- tion matching

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.382246Z

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Observation d3fcb613-e83e-45a7-bfab-7132a26fb274 · outbound

This paper cites Microsoft coco: Common objects in context.

Dual Adversarial Inference for Text-to-Image Synthesis Microsoft coco: Common objects in context

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.370796Z

Source-reported events for the cited work

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Observation bdb0e136-c3a2-4869-9f70-67731634281f · outbound

This paper cites Are gans created equal? a large-scale study.

Dual Adversarial Inference for Text-to-Image Synthesis Are gans created equal? a large-scale study

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.360027Z

Source-reported events for the cited work

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Observation bcc3bd09-8845-42b7-96de-6af774590ef5 · outbound

This paper cites Conditional Generative Adversarial Nets.

Dual Adversarial Inference for Text-to-Image Synthesis Conditional Generative Adversarial Nets

Reference 22

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Observation c02b2be3-bd91-4c3c-b227-72594120775c · outbound

This paper cites Automated ﬂower classiﬁcation over a large number of classes.

Dual Adversarial Inference for Text-to-Image Synthesis Automated ﬂower classiﬁcation over a large number of classes

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.349255Z

Source-reported events for the cited work

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Observation 86ccf760-ad59-4871-a6af-11f10867b821 · outbound

This paper cites Mirrorgan: Learning text-to-image generation by redescrip- tion.

Dual Adversarial Inference for Text-to-Image Synthesis Mirrorgan: Learning text-to-image generation by redescrip- tion

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.338312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 55652fd5-32ce-4cfc-aa02-83afcbc0643f · outbound

This paper cites Learning deep representations of ﬁne-grained visual descrip- tions.

Dual Adversarial Inference for Text-to-Image Synthesis Learning deep representations of ﬁne-grained visual descrip- tions

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.327560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 52a14620-308d-40a8-aed7-bb866b6df8c3 · outbound

This paper cites Generative ad- versarial text to image synthesis.

Dual Adversarial Inference for Text-to-Image Synthesis Generative ad- versarial text to image synthesis

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.316648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 54779dc8-dd28-44a8-ad48-3125b55d1b02 · outbound

This paper cites Learning what and where to draw.

Dual Adversarial Inference for Text-to-Image Synthesis Learning what and where to draw

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.305844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e30358bf-c247-4a51-96e5-7a7b0f3f34f4 · outbound

This paper cites Improved techniques for training gans.

Dual Adversarial Inference for Text-to-Image Synthesis Improved techniques for training gans

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.294611Z

Source-reported events for the cited work

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Observation cf0f707e-4ff1-436f-a111-b466eec44865 · outbound

This paper cites Caltech-ucsd birds 200.

Dual Adversarial Inference for Text-to-Image Synthesis Caltech-ucsd birds 200

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.162234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 227b544f-a99f-483d-a133-d25972278ec8 · outbound

This paper cites Attngan: Fine- grained text to image generation with attentional generative adversarial networks.

Dual Adversarial Inference for Text-to-Image Synthesis Attngan: Fine- grained text to image generation with attentional generative adversarial networks

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.150530Z

Source-reported events for the cited work

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Observation e4bd4986-81a2-4d17-bbea-574cbdc47ba9 · outbound

This paper cites Dualgan: Unsupervised dual learning for image-to-image translation.

Dual Adversarial Inference for Text-to-Image Synthesis Dualgan: Unsupervised dual learning for image-to-image translation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.139172Z

Source-reported events for the cited work

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Observation 5ce9c454-7eaf-42be-9951-ed262dc4aba0 · outbound

This paper cites Stackgan: Text to photo-realistic image synthesis with stacked genera- tive adversarial networks.

Dual Adversarial Inference for Text-to-Image Synthesis Stackgan: Text to photo-realistic image synthesis with stacked genera- tive adversarial networks

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.126226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 008b5aac-c359-4a22-b62e-997a75689719 · outbound

This paper cites StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks.

Dual Adversarial Inference for Text-to-Image Synthesis StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks

Reference 33

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Source-reported events for the cited work

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Observation 867a00ef-2893-4d6a-9de1-b0485df1819c · outbound

This paper cites Separating style and content for generalized style transfer.

Dual Adversarial Inference for Text-to-Image Synthesis Separating style and content for generalized style transfer

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.114361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e9ab9756-eb11-4801-9fd6-533bcfe7638c · outbound

This paper cites Photographic text-to-image synthesis with a hierarchically-nested adver- sarial network.

Dual Adversarial Inference for Text-to-Image Synthesis Photographic text-to-image synthesis with a hierarchically-nested adver- sarial network

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.102640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5539b293-7c20-456d-8e9b-c6cb8bd234e3 · outbound

This paper cites Unpaired image-to-image translation using cycle- consistent adversarial networkss.

Dual Adversarial Inference for Text-to-Image Synthesis Unpaired image-to-image translation using cycle- consistent adversarial networkss

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:21:40.090222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b8278a79-769a-4264-90ae-720f8782bd44 · outbound

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Dual Adversarial Inference for Text-to-Image Synthesis Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-14T13:21:40.076274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

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