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Paper Citation Record · LEDGER

Discovering Divergent Representations between Text-to-Image Models

As of 7 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2509.08940.

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

pith.paper-citation-record.v1
2509.08940 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:59:32.123895Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Source: cited_works

Reference resolution

54 of 54 outbound references displayed

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Outbound references

Observation 81d039fb-fbed-48b0-84d4-1165c0c6dac0 · outbound

This paper cites Introducing stable diffusion 3.5.https: //stability.ai/news/introducing- stable- diffusion-3-5, 2024.

Discovering Divergent Representations between Text-to-Image Models Introducing stable diffusion 3.5.https: //stability.ai/news/introducing- stable- diffusion-3-5, 2024

Reference 1

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Observation d2f8f49d-fac9-4b2d-af55-eee6ea2b0e75 · outbound

This paper cites Llama 3 model card.

Discovering Divergent Representations between Text-to-Image Models Llama 3 model card

Reference 2

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Observation cde85b98-1207-46ac-8138-6887510d2aec · outbound

This paper cites Claude 3.5 sonnet, 2024.

Discovering Divergent Representations between Text-to-Image Models Claude 3.5 sonnet, 2024

Reference 3

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Observation 658233e9-adde-4865-a2db-dcacc943a1fd · outbound

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Discovering Divergent Representations between Text-to-Image Models Unresolved cited work

Reference 4

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Observation 575aad73-607b-4e71-859d-cd4b190fae62 · outbound

This paper cites Easily acces- sible text-to-image generation amplifies demographic stereo- types at large scale.

Discovering Divergent Representations between Text-to-Image Models Easily acces- sible text-to-image generation amplifies demographic stereo- types at large scale

Reference 5

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Observation f0ae3c7b-fea0-486c-8abb-f3698004014e · outbound

This paper cites Pixart-α: Fast training of dif- fusion transformer for photorealistic text-to-image synthesis,.

Discovering Divergent Representations between Text-to-Image Models Pixart-α: Fast training of dif- fusion transformer for photorealistic text-to-image synthesis,

Reference 6

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Observation 54253f9e-cf96-4ccb-a43d-44dd05b20277 · outbound

This paper cites Reproducible scal- ing laws for contrastive language-image learning.

Discovering Divergent Representations between Text-to-Image Models Reproducible scal- ing laws for contrastive language-image learning

Reference 7

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Observation 700c5ccc-d7d5-4033-a837-7a52cb22dfff · outbound

This paper cites Tibet: Identifying and evaluating biases in text-to-image generative models, 2023.

Discovering Divergent Representations between Text-to-Image Models Tibet: Identifying and evaluating biases in text-to-image generative models, 2023

Reference 8

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Observation e1a3396b-a157-4784-913f-8f9fc3dd4e82 · outbound

This paper cites Evolving interpretable visual classifiers with large language models.

Discovering Divergent Representations between Text-to-Image Models Evolving interpretable visual classifiers with large language models

Reference 9

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Observation 8ab89cb5-043b-46de-b2a5-680c1a4830ec · outbound

This paper cites DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models.

Discovering Divergent Representations between Text-to-Image Models DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models

Reference 10

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Discovering Divergent Representations between Text-to-Image Models Unresolved cited work

Reference 11

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Observation d569b897-1298-4865-885b-d2048051c200 · outbound

This paper cites Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit.Psycho- logical Bulletin, 70(4):213–220, 1968.

Discovering Divergent Representations between Text-to-Image Models Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit.Psycho- logical Bulletin, 70(4):213–220, 1968

Reference 12

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Observation 75866fca-59b5-4ce0-a1d1-3d259f8014b2 · outbound

This paper cites Openbias: Open-set bias detection in text-to-image generative models.

Discovering Divergent Representations between Text-to-Image Models Openbias: Open-set bias detection in text-to-image generative models

Reference 13

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This paper cites Gradbias: Un- veiling word influence on bias in text-to-image generative models, 2024.

Discovering Divergent Representations between Text-to-Image Models Gradbias: Un- veiling word influence on bias in text-to-image generative models, 2024

Reference 14

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This paper cites Efros, and Assaf Shocher.

Discovering Divergent Representations between Text-to-Image Models Efros, and Assaf Shocher

Reference 15

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Observation 5d4a7d17-d9b7-48f6-bd1f-2230cdc08195 · outbound

This paper cites Dreamlike photoreal 2.0.https:// huggingface.co/dreamlike- art/dreamlike- photoreal-2.0, 2023.

Discovering Divergent Representations between Text-to-Image Models Dreamlike photoreal 2.0.https:// huggingface.co/dreamlike- art/dreamlike- photoreal-2.0, 2023

Reference 16

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Observation 335b10f0-374b-4c09-9299-ba91392bec29 · outbound

This paper cites Gonzalez, and Serena Yeung-Levy.

Discovering Divergent Representations between Text-to-Image Models Gonzalez, and Serena Yeung-Levy

Reference 17

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Observation cdce51d6-1966-4bdd-8166-5e1bba124c1a · outbound

This paper cites Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness.

Discovering Divergent Representations between Text-to-Image Models Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness

Reference 18

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Observation 48a5780a-0dae-4c8e-a589-78089860f677 · outbound

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Discovering Divergent Representations between Text-to-Image Models Efros, and Jacob Steinhardt

Reference 19

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Observation 7780a2b4-0b73-4ee3-8341-0f819671a46e · outbound

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Discovering Divergent Representations between Text-to-Image Models Efros, and Jacob Steinhardt

Reference 20

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Observation bf268ded-2e1a-4d72-bd74-f93353855218 · outbound

This paper cites Ghosh and A.

Discovering Divergent Representations between Text-to-Image Models Ghosh and A

Reference 21

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Observation 0ebd14a9-d23e-420f-b2f8-17859a48516b · outbound

This paper cites Tiam - a metric for evaluating alignment in text- to-image generation.

Discovering Divergent Representations between Text-to-Image Models Tiam - a metric for evaluating alignment in text- to-image generation

Reference 22

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Observation 573cc18c-e153-4aa5-9451-413924bd9151 · outbound

This paper cites Identifying Implicit Social Biases in Vision-Language Models.

Discovering Divergent Representations between Text-to-Image Models Identifying Implicit Social Biases in Vision-Language Models

Reference 23

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Observation bea47ca7-3a83-499c-b14e-e4876a7cd95f · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

Discovering Divergent Representations between Text-to-Image Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 24

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Observation 8d74983c-a919-460e-9f64-e3fd7bf8a8d1 · outbound

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

Discovering Divergent Representations between Text-to-Image Models Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 25

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Observation e75287e3-5e9d-47c4-a4c7-88e450328cb7 · outbound

This paper cites TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering.

Discovering Divergent Representations between Text-to-Image Models TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering

Reference 26

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Observation f9db45c6-f7d3-4417-9b63-288275eabe67 · outbound

This paper cites The platonic representation hypothesis.

Discovering Divergent Representations between Text-to-Image Models The platonic representation hypothesis

Reference 27

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This paper cites Open- clip, 2021.

Discovering Divergent Representations between Text-to-Image Models Open- clip, 2021

Reference 28

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This paper cites Building and better understanding vision- language models: insights and future directions., 2024.

Discovering Divergent Representations between Text-to-Image Models Building and better understanding vision- language models: insights and future directions., 2024

Reference 29

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Observation e8659c36-7678-4992-99a1-1dca0441ace6 · outbound

This paper cites Holis- tic evaluation of text-to-image models.

Discovering Divergent Representations between Text-to-Image Models Holis- tic evaluation of text-to-image models

Reference 30

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Observation d07116be-2f74-448a-b26f-3fdb1ada69bb · outbound

This paper cites Playground v2.5: Three insights towards enhancing aesthetic quality in text-to-image genera- tion, 2024.

Discovering Divergent Representations between Text-to-Image Models Playground v2.5: Three insights towards enhancing aesthetic quality in text-to-image genera- tion, 2024

Reference 31

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Observation 0a15c961-a024-4cae-9d5e-7aa955d8f3a1 · outbound

This paper cites Sdxl- lightning: Progressive adversarial diffusion distillation,.

Discovering Divergent Representations between Text-to-Image Models Sdxl- lightning: Progressive adversarial diffusion distillation,

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Discovering Divergent Representations between Text-to-Image Models Visual instruction tuning

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Observation 171b2240-bc8f-4a71-9800-182e1ed4b7c4 · outbound

This paper cites Organizing Unstructured Image Collections using Natural Language.

Discovering Divergent Representations between Text-to-Image Models Organizing Unstructured Image Collections using Natural Language

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Observation d14f0be7-c498-4e5f-8451-4601b979c91a · outbound

This paper cites Stable bias: Analyzing soci- etal representations in diffusion models.

Discovering Divergent Representations between Text-to-Image Models Stable bias: Analyzing soci- etal representations in diffusion models

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This paper cites Hello gpt-4o.https : / / openai.

Discovering Divergent Representations between Text-to-Image Models Hello gpt-4o.https : / / openai

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This paper cites Benchmark for compositional text- to-image synthesis.

Discovering Divergent Representations between Text-to-Image Models Benchmark for compositional text- to-image synthesis

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Observation f54ee6c5-47e8-43c4-80ad-90b76730763a · outbound

This paper cites Learning transferable visual models from natural language supervision.

Discovering Divergent Representations between Text-to-Image Models Learning transferable visual models from natural language supervision

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source=pdf_text observed=2026-08-04T19:59:32.078562Z digest=sha256:b4455d17d4afbaf50eca38d2862c6da850e9cae78d77b39f0982300b4ef4bf9c

Observation 21388654-3437-4853-9b88-d3721b64b3c5 · outbound

This paper cites Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding.

Discovering Divergent Representations between Text-to-Image Models Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

Reference 39

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Observation ffdd2c57-7085-4399-acc6-6a47636313b7 · outbound

This paper cites Improved techniques for training gans.

Discovering Divergent Representations between Text-to-Image Models Improved techniques for training gans

Reference 40

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Observation f12b4483-ce9a-46e1-8933-4b9ef7e9cbfc · outbound

This paper cites LAION-5b: An open large-scale dataset for train- ing next generation image-text models.

Discovering Divergent Representations between Text-to-Image Models LAION-5b: An open large-scale dataset for train- ing next generation image-text models

Reference 41

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Observation 32a75aa1-daab-46ca-a27b-a5d9e181727a · outbound

This paper cites A statistical interpretation of term specificity and its application in retrieval.Journal of Doc- umentation, 28(1):11–21, 1972.

Discovering Divergent Representations between Text-to-Image Models A statistical interpretation of term specificity and its application in retrieval.Journal of Doc- umentation, 28(1):11–21, 1972

Reference 42

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source=pdf_text observed=2026-08-04T19:59:32.089618Z digest=sha256:66e55ffb5fcdf7b0c9828eb4a9d65ce2ad1d6274132a86ffa49772581c8a6f1e

Observation 78791598-ae31-4022-b818-64b9a3878497 · outbound

This paper cites Smith, Luke Zettlemoyer, and Tao Yu.

Discovering Divergent Representations between Text-to-Image Models Smith, Luke Zettlemoyer, and Tao Yu

Reference 43

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Observation 7be95edd-8ab4-421b-8e90-478a11565aab · outbound

This paper cites Mass- producing failures of multimodal systems with language models, 2023.

Discovering Divergent Representations between Text-to-Image Models Mass- producing failures of multimodal systems with language models, 2023

Reference 44

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source=pdf_text observed=2026-08-04T19:59:32.094821Z digest=sha256:d554bcf85934b16af21ab69915cb909a79542400c2f9fd59161dc88bb2b4dce0

Observation 4f259602-53d9-4f67-a401-16dbfe2b7ad2 · outbound

This paper cites T2iat: Measuring valence and stereotypical biases in text-to-image generation, 2023.

Discovering Divergent Representations between Text-to-Image Models T2iat: Measuring valence and stereotypical biases in text-to-image generation, 2023

Reference 45

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source=pdf_text observed=2026-08-04T19:59:32.097314Z digest=sha256:a4f659ac8234718cf3d84cc9775835eeec47b06c15b5a69eb674c8f11267d534

Observation 34019dc5-ca7b-4465-8223-ecac12c6e0be · outbound

This paper cites To- wards fairness in visual recognition: Effective strategies for bias mitigation.

Discovering Divergent Representations between Text-to-Image Models To- wards fairness in visual recognition: Effective strategies for bias mitigation

Reference 46

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source=pdf_text observed=2026-08-04T19:59:32.099866Z digest=sha256:b29ee9a583ac6329c06f14fd05de3bff04abf69fde0724387f32bc75c8300ae7

Observation d2e44fef-7cac-4680-9705-e9a6e449ee52 · outbound

This paper cites Scaling Autoregressive Models for Content-Rich Text-to-Image Generation.

Discovering Divergent Representations between Text-to-Image Models Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Reference 47

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source=pdf_text observed=2026-08-04T19:59:32.102328Z digest=sha256:4277dbadd0ec186d30356106ca34738929f7326562bfad59b81bbc8420060276

Observation 921c4e1d-f5e3-4d66-962b-090e29092c7f · outbound

This paper cites an unresolved cited work.

Discovering Divergent Representations between Text-to-Image Models Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-04T19:59:32.105888Z digest=sha256:3be50f1dfc9b17ca870c8a9c76539382180c8b3efc9b0bdc655f53c5143e259d

Observation 3af71953-bca0-4f5c-9321-3df22450f3d9 · outbound

This paper cites an unresolved cited work.

Discovering Divergent Representations between Text-to-Image Models Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-04T19:59:32.108777Z digest=sha256:fbf0b0d651ae3f29a6a9a818ae94df839d2261167fc35d7c3a558bc8a7956d96

Observation affaa59b-5103-4c11-a36f-7bb0f6e1b690 · outbound

This paper cites - A rating of 1 means the two attributes are not similar at all, and images containing one attribute would not contain the other.

Discovering Divergent Representations between Text-to-Image Models - A rating of 1 means the two attributes are not similar at all, and images containing one attribute would not contain the other

Reference 50

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source=pdf_text observed=2026-08-04T19:59:32.112135Z digest=sha256:9545a1c5f05c5b3d92ab2a48dccb96cfabd4691eb85c4b2509804eca898113b5

Observation 409bd186-dbb0-4374-a5e7-ee56b3f829e9 · outbound

This paper cites an unresolved cited work.

Discovering Divergent Representations between Text-to-Image Models Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-04T19:59:32.114861Z digest=sha256:0d2d0f1643f011d5c67b3c7ae6846d11a502febb998dbeda2a71c602555f13bd

Observation 6c7f7fba-7e33-4005-a19c-60163e70ba71 · outbound

This paper cites vines” Prompt Description: “technology.

Discovering Divergent Representations between Text-to-Image Models vines” Prompt Description: “technology

Reference 52

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source=pdf_text observed=2026-08-04T19:59:32.117776Z digest=sha256:8d2841748dac44d724d6a10ee704a3b5077c23ff7a87a423e397a0c33a2d3ad6

Observation 70ef2912-9052-44cf-a71e-640cf2c80661 · outbound

This paper cites an unresolved cited work.

Discovering Divergent Representations between Text-to-Image Models Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-04T19:59:32.121160Z digest=sha256:3288d0f2e6e85ec68f27ba7f53d701aaa1263faf32c076fb990771f9a13bd527

Observation e3b5eab2-3813-4db2-a236-f302e8333a3f · outbound

This paper cites Menacing appear- ance.

Discovering Divergent Representations between Text-to-Image Models Menacing appear- ance

Reference 54

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source=pdf_text observed=2026-08-04T19:59:32.123895Z digest=sha256:c9f63caffb3994a8f87344c88e5f63f9300a364f0c80a72cadbc90a2c893791f

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