Paper Citation Record · LEDGER

Finetuning Text-to-Image Diffusion Models for Fairness

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2311.07604.

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

pith.paper-citation-record.v1
2311.07604 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:34:25.123973Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:49:19.396482Z

Reference resolution

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External citation measurements

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Outbound references

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Pith citing papers

Observation d2df67dc-97ca-4aae-8d7c-656dde256585 · inbound

Exploiting Watermark-Based Defense Mechanisms in Text-to-Image Diffusion Models for Unauthorized Data Usage cites this paper.

Exploiting Watermark-Based Defense Mechanisms in Text-to-Image Diffusion Models for Unauthorized Data Usage Finetuning Text-to-Image Diffusion Models for Fairness

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T14:26:11.531447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13c72d90-35e8-4ee7-bcf5-46c0e0e81341 · inbound

InvDiff: Invariant Guidance for Bias Mitigation in Diffusion Models cites this paper.

InvDiff: Invariant Guidance for Bias Mitigation in Diffusion Models Finetuning Text-to-Image Diffusion Models for Fairness

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:35.538004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec6ce904-0fff-4e70-a8a1-49cdd9871188 · inbound

T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation cites this paper.

T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation Finetuning Text-to-Image Diffusion Models for Fairness

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T17:05:50.835178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aedfcd5-49e5-436d-a04b-ee4fc2177974 · inbound

On Fairness of Unified Multimodal Large Language Model for Image Generation cites this paper.

On Fairness of Unified Multimodal Large Language Model for Image Generation Finetuning Text-to-Image Diffusion Models for Fairness

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T04:52:40.603024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ace67683-bb72-4b61-b956-232cb3f8cb8d · inbound

PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation cites this paper.

PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation Finetuning Text-to-Image Diffusion Models for Fairness

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T10:30:23.746409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d4ecdb5-ff71-4a34-96f2-9bc23aafcb68 · inbound

Can we Debias Social Stereotypes in AI-Generated Images? Examining Text-to-Image Outputs and User Perceptions cites this paper.

Can we Debias Social Stereotypes in AI-Generated Images? Examining Text-to-Image Outputs and User Perceptions Finetuning Text-to-Image Diffusion Models for Fairness

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T13:52:54.540562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20fba7c8-2d5f-4ece-ad7e-d9aae42f6aa2 · inbound

Multi-Group Proportional Representation for Text-to-Image Models cites this paper.

Multi-Group Proportional Representation for Text-to-Image Models Finetuning Text-to-Image Diffusion Models for Fairness

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T12:43:37.179205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73f02e0a-268b-47b9-8f9d-0ec95bc9ce56 · inbound

Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models cites this paper.

Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models Finetuning Text-to-Image Diffusion Models for Fairness

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:14.450325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7efdaaf-7b22-4882-afa6-22b101577d96 · inbound

Varif.ai to Vary and Verify User-Driven Diversity in Scalable Image Generation cites this paper.

Varif.ai to Vary and Verify User-Driven Diversity in Scalable Image Generation Finetuning Text-to-Image Diffusion Models for Fairness

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T18:34:25.123973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e234380-5ca1-4ae2-9931-0149d5bf597a · inbound

FAROS: Fair Graph Generation via Attribute Switching Mechanisms cites this paper.

FAROS: Fair Graph Generation via Attribute Switching Mechanisms Finetuning Text-to-Image Diffusion Models for Fairness

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:41.053250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8f25a8b-1a25-42c9-a4fc-b682dcbc3d69 · inbound

FairJudge: Abstention-Aware Multimodal Judges for Fairness and Alignment Evaluation in Text-to-Image Models cites this paper.

FairJudge: Abstention-Aware Multimodal Judges for Fairness and Alignment Evaluation in Text-to-Image Models Finetuning Text-to-Image Diffusion Models for Fairness

Reference 16

Resolution: malformed identifier; no resolver link, observed 2026-08-04T08:07:35.907521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0da0321-5149-4cf4-8794-bba7ef6e5797 · inbound

BioPro: Towards Difference-Aware Gender Fairness for Vision-Language Models cites this paper.

BioPro: Towards Difference-Aware Gender Fairness for Vision-Language Models Finetuning Text-to-Image Diffusion Models for Fairness

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T19:25:20.630815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b56a97a-5f04-480f-af7a-cd82f3429f45 · inbound

Attention, May I Have Your Decision? Localizing Generative Choices in Diffusion Models cites this paper.

Attention, May I Have Your Decision? Localizing Generative Choices in Diffusion Models Finetuning Text-to-Image Diffusion Models for Fairness

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:18:00.332175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bcdcddcd-14d7-4920-ae22-f3165ad9ec2b · inbound

Embedding Arithmetic: A Lightweight, Tuning-Free Framework for Post-hoc Bias Mitigation in Text-to-Image Models cites this paper.

Embedding Arithmetic: A Lightweight, Tuning-Free Framework for Post-hoc Bias Mitigation in Text-to-Image Models Finetuning Text-to-Image Diffusion Models for Fairness

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:20:54.821240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 149e9004-0c76-4f26-9612-0581f15badeb · inbound

Score-Control for Hallucination Reduction in Diffusion Models cites this paper.

Score-Control for Hallucination Reduction in Diffusion Models Finetuning Text-to-Image Diffusion Models for Fairness

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:25:59.968503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 06b1717e-bd2a-4e7e-9ecc-c17005df0276 · inbound

The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL cites this paper.

The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL Finetuning Text-to-Image Diffusion Models for Fairness

Reference 151

Resolution: verified exact; arxiv_id, observed 2026-07-04T00:49:19.398640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0661d73f-e141-4b25-8967-2059ee299928 · inbound

Intermediate Text Representation Guided Text-to-Image Generation for Enhancing One-and-Only Alignment cites this paper.

Intermediate Text Representation Guided Text-to-Image Generation for Enhancing One-and-Only Alignment Finetuning Text-to-Image Diffusion Models for Fairness

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T08:24:27.103065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dbcec007-f27d-4eb0-81d8-a7f4bd6aae82 · inbound

Selective Test-Time Debiasing for CLIP via Reward Gating cites this paper.

Selective Test-Time Debiasing for CLIP via Reward Gating Finetuning Text-to-Image Diffusion Models for Fairness

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:36:58.404757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 38bf5da3-64d7-44fd-a3d5-be20d1b8306c · inbound

EquiSteer: Cross-Attention Steering Towards a Fairer Text-Guided Image Generation cites this paper.

EquiSteer: Cross-Attention Steering Towards a Fairer Text-Guided Image Generation Finetuning Text-to-Image Diffusion Models for Fairness

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:36:58.601846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 01d9f9ea-bf3c-4e87-9681-8abefa8bc969 · inbound

FairFlow: Demystifying and Mitigating Stereotype Bias in Text-to-Image Diffusion Transformers cites this paper.

FairFlow: Demystifying and Mitigating Stereotype Bias in Text-to-Image Diffusion Transformers Finetuning Text-to-Image Diffusion Models for Fairness

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-12T04:19:11.697328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.