Paper Citation Record · LEDGER

Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2303.14420.

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

pith.paper-citation-record.v1
2303.14420 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 22 of 22 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 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:31:39.168076Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T22:13:59.397858Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 8cefecc8-db2e-441e-bf74-7d5ff6ce8474 · inbound

RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment cites this paper.

RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:46:56.841388Z

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 23d2f4da-3bfe-4bab-86d1-dc457a15ee92 · inbound

Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward cites this paper.

Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-12T14:58:38.679787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3251b10a-fa4e-45b6-bb0f-5cc9394e2ec7 · inbound

AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM cites this paper.

AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-12T12:27:41.799970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6b00d45-594d-4e44-aca3-e58920d56492 · inbound

SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation cites this paper.

SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-11T20:25:15.012326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 324217a0-d968-4c78-85c5-ca877bbe76d8 · inbound

Steering Large Text-to-Image Model for Abstract Art Synthesis: Preference-based Prompt Optimization and Visualization cites this paper.

Steering Large Text-to-Image Model for Abstract Art Synthesis: Preference-based Prompt Optimization and Visualization Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T18:43:51.848176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59021823-4d1d-4d34-8cc7-09cdf108c5ae · inbound

Similarity Trajectories: Linking Sampling Process to Artifacts in Diffusion-Generated Images cites this paper.

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T05:50:43.657334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67e4fc7a-bfc0-42e1-b0fd-77c55074016d · inbound

Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation cites this paper.

Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T21:04:57.434907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c21ec208-c9a7-49d6-9a60-fee05d2994ec · inbound

CTR-Driven Advertising Image Generation with Multimodal Large Language Models cites this paper.

CTR-Driven Advertising Image Generation with Multimodal Large Language Models Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-09T10:21:04.493153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e2056ac-ecda-4b1a-842b-c553d8319583 · inbound

LMME3DHF: Benchmarking and Evaluating Multimodal 3D Human Face Generation with LMMs cites this paper.

LMME3DHF: Benchmarking and Evaluating Multimodal 3D Human Face Generation with LMMs Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-16T05:31:39.168076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beb770be-e61a-4723-908e-453bc8d1f38c · inbound

You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts cites this paper.

You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:51.254776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40de40b4-d039-477b-9bb2-36c17acae0c8 · inbound

DanceGRPO: Unleashing GRPO on Visual Generation cites this paper.

DanceGRPO: Unleashing GRPO on Visual Generation Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:26.788189Z

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 f1e87668-01c1-4be9-bd66-ee5e240456c1 · inbound

Instant Preference Alignment for Text-to-Image Diffusion Models cites this paper.

Instant Preference Alignment for Text-to-Image Diffusion Models Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T16:51:04.857182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c6f184c-ecee-4b39-b77f-46b92ad3d8e2 · inbound

Symbolic Graphics Programming with Large Language Models cites this paper.

Symbolic Graphics Programming with Large Language Models Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T05:34:10.932672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46e3a5f9-eca2-47eb-a390-548ed9974217 · inbound

RewardDance: Reward Scaling in Visual Generation cites this paper.

RewardDance: Reward Scaling in Visual Generation Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-04T20:09:00.976315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5e1f855-df79-4fe7-8db0-63ade74ee34d · inbound

VIGOR: VIdeo Geometry-Oriented Reward for Temporal Generative Alignment cites this paper.

VIGOR: VIdeo Geometry-Oriented Reward for Temporal Generative Alignment Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-13T23:54:26.281624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2f7ee58-694d-4dda-9912-9e37f1c0336e · inbound

Deepfake Detection Generalization with Diffusion Noise cites this paper.

Deepfake Detection Generalization with Diffusion Noise Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:25:19.429085Z

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 bd748a18-d31f-4590-b3fa-3361660f5bc5 · inbound

Any2Any 3D Diffusion Models with Knowledge Transfer: A Radiotherapy Planning Study cites this paper.

Any2Any 3D Diffusion Models with Knowledge Transfer: A Radiotherapy Planning Study Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:51:25.617765Z

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 19ba1cbb-5343-4c65-8ca5-c16dd492518b · inbound

DRM: Diffusion-based Reward Model With Step-wise Guidance cites this paper.

DRM: Diffusion-based Reward Model With Step-wise Guidance Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:13:59.400301Z

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 cf05744d-7c82-40e1-8b42-5f0752d956a3 · inbound

Bootstrap Flow-Map Tree Sampling Enables Online Feedback Driven Search cites this paper.

Bootstrap Flow-Map Tree Sampling Enables Online Feedback Driven Search Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T06:09:18.074799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9617b31-dfaf-4d66-ac95-dc4c2053c415 · inbound

Self-Improving Diffusion Classifiers with Minority Preference Optimization cites this paper.

Self-Improving Diffusion Classifiers with Minority Preference Optimization Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 57

Resolution: unresolved; no resolver link, observed 2026-07-12T00:04:25.954963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bd2e461-ed0a-46a9-a261-c32e63afdf1f · inbound

Multi-Turn On-Policy Distillation with Prefix Replay cites this paper.

Multi-Turn On-Policy Distillation with Prefix Replay Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 145

Resolution: unresolved; no resolver link, observed 2026-07-11T13:53:36.775836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ad8955a-7578-4281-8985-c01601e1e15c · inbound

Multi-Turn On-Policy Distillation with Prefix Replay cites this paper.

Multi-Turn On-Policy Distillation with Prefix Replay Human Preference Score: Better Aligning Text-to-Image Models with Human Preference

Reference 146

Resolution: unresolved; no resolver link, observed 2026-08-02T08:40:48.334114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.