Paper Citation Record · LEDGER

Test-time Prompt Refinement for Text-to-Image Models

As of 14 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 3 inbound Pith citation observations for arXiv:2507.22076.

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

pith.paper-citation-record.v1
2507.22076 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:01:52.609484Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T02:13:10.574530Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T14:38:29.278949Z

Reference resolution

59 of 59 outbound references displayed

verified exact1
verified fuzzy31
unresolved27
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 43569dd6-df28-472c-b09b-7dd3ef991d24 · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

Test-time Prompt Refinement for Text-to-Image Models Flamingo: a visual language model for few-shot learning

Reference 1

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Source-reported events for the cited work

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Observation d086ba3e-d8bd-4d9a-b8bc-3c593c135bf0 · outbound

This paper cites Blended latent diffusion.

Test-time Prompt Refinement for Text-to-Image Models Blended latent diffusion

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.721694Z

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Observation 2e92cf0d-7eeb-4d4c-9d31-50ebba10271f · outbound

This paper cites eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers.

Test-time Prompt Refinement for Text-to-Image Models eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

Reference 3

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Observation 7f4b6d50-f2df-4c29-b53a-be447b2216c3 · outbound

This paper cites Multidiffusion: Fusing diffusion paths for controlled image generation.

Test-time Prompt Refinement for Text-to-Image Models Multidiffusion: Fusing diffusion paths for controlled image generation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.700213Z

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Observation 9c19095c-5274-4f7e-8dbd-ea1d0be6be35 · outbound

This paper cites Improving image generation with better captions.

Test-time Prompt Refinement for Text-to-Image Models Improving image generation with better captions

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.679210Z

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Observation f1065118-1e2e-437d-8dbc-4419629261b4 · outbound

This paper cites Training-free layout control with cross-attention guidance.

Test-time Prompt Refinement for Text-to-Image Models Training-free layout control with cross-attention guidance

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.663088Z

Source-reported events for the cited work

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Observation e5531e3a-38e1-423a-8b42-ad44ed35c59a · outbound

This paper cites Masked-attention mask transformer for universal image segmentation.

Test-time Prompt Refinement for Text-to-Image Models Masked-attention mask transformer for universal image segmentation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.645208Z

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Observation 7a840b82-e008-4775-abc9-d7e62f1a7d72 · outbound

This paper cites Cogview: Mastering text-to-image generation via transformers.

Test-time Prompt Refinement for Text-to-Image Models Cogview: Mastering text-to-image generation via transformers

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.627074Z

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Observation 8cad3c74-3d26-436f-ac96-f036b47e3f99 · outbound

This paper cites Taming transformers for high-resolution image synthesis.

Test-time Prompt Refinement for Text-to-Image Models Taming transformers for high-resolution image synthesis

Reference 9

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Observation 41cb1387-aa9d-4c76-ae4e-f2046d7fd1be · outbound

This paper cites DPOK: Reinforcement learning for fine-tuning text-to-image diffu- sion models.

Test-time Prompt Refinement for Text-to-Image Models DPOK: Reinforcement learning for fine-tuning text-to-image diffu- sion models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.598235Z

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Observation 2ec0318e-7b3d-4610-9ee5-19cc19ca7bb2 · outbound

This paper cites Layoutgpt: Compositional visual plan- ning and generation with large language models.

Test-time Prompt Refinement for Text-to-Image Models Layoutgpt: Compositional visual plan- ning and generation with large language models

Reference 11

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Source-reported events for the cited work

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Observation b668eda1-6ab9-4385-b393-4e9b5541dd2f · outbound

This paper cites Layoutgpt: Compositional visual plan- ning and generation with large language models.

Test-time Prompt Refinement for Text-to-Image Models Layoutgpt: Compositional visual plan- ning and generation with large language models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.570232Z

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Observation d2feb80e-38fb-46c3-bf8f-41a51c693c73 · outbound

This paper cites LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts.

Test-time Prompt Refinement for Text-to-Image Models LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts

Reference 13

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Observation 7fb07d2c-bc98-4ba5-a989-8c9a404d06ba · outbound

This paper cites Geneval: An object-focused framework for evaluating text- to-image alignment.

Test-time Prompt Refinement for Text-to-Image Models Geneval: An object-focused framework for evaluating text- to-image alignment

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.551291Z

Source-reported events for the cited work

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Observation 607496b9-0335-4ba5-8b1e-70b831dbe442 · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

Test-time Prompt Refinement for Text-to-Image Models Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 15

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Source-reported events for the cited work

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Observation 5d66487a-27c2-485b-a521-03b2ffe11767 · outbound

This paper cites GPT-4o System Card.

Test-time Prompt Refinement for Text-to-Image Models GPT-4o System Card

Reference 16

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Source-reported events for the cited work

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Observation 7b7040ec-03fc-4003-bbd9-b6762caf11d4 · outbound

This paper cites Few-shot classification and anatomical localization of tissues in spect imaging.

Test-time Prompt Refinement for Text-to-Image Models Few-shot classification and anatomical localization of tissues in spect imaging

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.529471Z

Source-reported events for the cited work

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Observation f334e179-6c0b-4836-805a-a3a84e487e3a · outbound

This paper cites Clas- sification of microstructure images of metals using transfer learning.

Test-time Prompt Refinement for Text-to-Image Models Clas- sification of microstructure images of metals using transfer learning

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.510571Z

Source-reported events for the cited work

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Observation ac1bfb0e-b880-4f05-a352-0d20f21c9884 · outbound

This paper cites Alina: Advanced line identification and notation algorithm.

Test-time Prompt Refinement for Text-to-Image Models Alina: Advanced line identification and notation algorithm

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.492598Z

Source-reported events for the cited work

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Observation 4fbd46a4-5c4d-46b5-96cd-ec8e50de5cb6 · outbound

This paper cites Gen- erating images with multimodal language models.

Test-time Prompt Refinement for Text-to-Image Models Gen- erating images with multimodal language models

Reference 20

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Source-reported events for the cited work

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Observation 1e8729aa-64a5-400f-8ff6-9fa8c1c86155 · outbound

This paper cites Zero-shot Text-guided Infinite Image Synthesis with LLM guidance.

Test-time Prompt Refinement for Text-to-Image Models Zero-shot Text-guided Infinite Image Synthesis with LLM guidance

Reference 21

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Observation 0b04754e-ca52-4c10-965f-b0fc759b9aa5 · outbound

This paper cites an unresolved cited work.

Test-time Prompt Refinement for Text-to-Image Models Unresolved cited work

Reference 22

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Source-reported events for the cited work

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Observation c458aae0-ddd2-42cd-8521-ce422abd5c84 · outbound

This paper cites Aligning Text-to-Image Models using Human Feedback.

Test-time Prompt Refinement for Text-to-Image Models Aligning Text-to-Image Models using Human Feedback

Reference 23

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Source-reported events for the cited work

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Observation ed207dd5-73fc-477d-b770-76d4b4edfa32 · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

Test-time Prompt Refinement for Text-to-Image Models Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 24

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Observation b870a995-e2de-4ba2-9621-f8a92b33a46a · outbound

This paper cites Gligen: Open-set grounded text-to-image generation.

Test-time Prompt Refinement for Text-to-Image Models Gligen: Open-set grounded text-to-image generation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.429341Z

Source-reported events for the cited work

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Observation 0f586462-6019-4bfd-a6d6-84efb249685e · outbound

This paper cites LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models.

Test-time Prompt Refinement for Text-to-Image Models LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models

Reference 26

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Observation 666964f2-506d-4ca3-860c-6dda68be8baa · outbound

This paper cites VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning.

Test-time Prompt Refinement for Text-to-Image Models VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning

Reference 27

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Observation d2b90bad-7946-40f5-a4b1-644a8afd93a2 · outbound

This paper cites Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps.

Test-time Prompt Refinement for Text-to-Image Models Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Reference 28

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Observation c69a07c1-9aec-482b-b49f-5660feabae24 · outbound

This paper cites PhyBench: A Physical Commonsense Benchmark for Evaluating Text-to-Image Models.

Test-time Prompt Refinement for Text-to-Image Models PhyBench: A Physical Commonsense Benchmark for Evaluating Text-to-Image Models

Reference 29

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Source-reported events for the cited work

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Observation 0827f241-f3f2-4252-abbf-8283292521de · outbound

This paper cites Simple open-vocabulary object detection.

Test-time Prompt Refinement for Text-to-Image Models Simple open-vocabulary object detection

Reference 30

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Observation 7e5399fb-d84e-42d3-b10c-bd914fde2f4b · outbound

This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

Test-time Prompt Refinement for Text-to-Image Models GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 31

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Observation 3edf1190-2cbd-4ab6-9b5a-52d72c946208 · outbound

This paper cites Localizing object-level shape variations with text-to-image diffusion models.

Test-time Prompt Refinement for Text-to-Image Models Localizing object-level shape variations with text-to-image diffusion models

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.390860Z

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Observation 7e66b17b-116f-467a-a772-e431decfacdc · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

Test-time Prompt Refinement for Text-to-Image Models SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 33

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Observation 8fc2749c-911d-4d41-a400-bcca2f8dbe4f · outbound

This paper cites Diffusiongpt: Llm-driven text-to-image generation system.

Test-time Prompt Refinement for Text-to-Image Models Diffusiongpt: Llm-driven text-to-image generation system

Reference 34

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Observation 4be411d5-7a06-439d-8ffb-7f5fd95a4a65 · outbound

This paper cites Layoutllm-t2i: Eliciting layout guidance from llm for text-to-image generation.

Test-time Prompt Refinement for Text-to-Image Models Layoutllm-t2i: Eliciting layout guidance from llm for text-to-image generation

Reference 35

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Observation 95ae111d-5157-41a2-bd76-2f672cfde516 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Test-time Prompt Refinement for Text-to-Image Models Learning transferable visual models from natural language supervi- sion

Reference 36

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Observation dbe6e7c9-470f-4e2d-94b5-667c65a5c52f · outbound

This paper cites Zero-shot text-to-image generation.

Test-time Prompt Refinement for Text-to-Image Models Zero-shot text-to-image generation

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.335735Z

Source-reported events for the cited work

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Observation f24677d5-041d-4729-8ad2-7a39540dd740 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Test-time Prompt Refinement for Text-to-Image Models Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 38

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Observation 5b6bbfd6-dd56-4e85-bb72-145d4820cb02 · outbound

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

Test-time Prompt Refinement for Text-to-Image Models Generative ad- versarial text to image synthesis

Reference 39

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Observation 054a60bb-6615-44f5-bcb2-ca5f51cd2a55 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Test-time Prompt Refinement for Text-to-Image Models High-resolution image synthesis with latent diffusion models

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.307768Z

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Observation 34456057-989b-4c33-95f7-f18177b0478c · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

Test-time Prompt Refinement for Text-to-Image Models Photorealistic text-to-image diffusion models with deep language understanding

Reference 41

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Observation a3b624fe-b3e8-4325-9b8a-77b0efa9309a · outbound

This paper cites Benchmarking awesome diffusion mod- els.

Test-time Prompt Refinement for Text-to-Image Models Benchmarking awesome diffusion mod- els

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.281385Z

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Observation 6f5a8638-aeef-488c-9eb8-5dd93c618c76 · outbound

This paper cites Df-gan: A simple and effec- tive baseline for text-to-image synthesis.

Test-time Prompt Refinement for Text-to-Image Models Df-gan: A simple and effec- tive baseline for text-to-image synthesis

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.249741Z

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Observation 52b951c6-ecf2-45a9-ab21-7763cce1a45b · outbound

This paper cites Qwen2.5: A party of foundation models, 2024.

Test-time Prompt Refinement for Text-to-Image Models Qwen2.5: A party of foundation models, 2024

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.233186Z

Source-reported events for the cited work

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Observation 8757f061-212b-41f5-9a4d-2d7b2673e23a · outbound

This paper cites Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models.

Test-time Prompt Refinement for Text-to-Image Models Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

Reference 45

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Source-reported events for the cited work

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Observation 306d0874-42d8-4f2c-8762-a23c7dabc5b3 · outbound

This paper cites Self-correcting llm-controlled diffu- sion models.

Test-time Prompt Refinement for Text-to-Image Models Self-correcting llm-controlled diffu- sion models

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.218936Z

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Observation c40d7134-6a2b-4b31-99d2-0c92c2e7e2f6 · outbound

This paper cites Boxdiff: Text-to-image synthesis with training-free box-constrained diffusion.

Test-time Prompt Refinement for Text-to-Image Models Boxdiff: Text-to-image synthesis with training-free box-constrained diffusion

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.201848Z

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Observation 585525c1-dfa8-4590-8882-11ae613bb283 · outbound

This paper cites Imagere- ward: Learning and evaluating human preferences for text- to-image generation.

Test-time Prompt Refinement for Text-to-Image Models Imagere- ward: Learning and evaluating human preferences for text- to-image generation

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.187417Z

Source-reported events for the cited work

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Observation e1077ab1-cc15-4f07-adb7-24b287ce6577 · outbound

This paper cites Qwen2 Technical Report.

Test-time Prompt Refinement for Text-to-Image Models Qwen2 Technical Report

Reference 49

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Source-reported events for the cited work

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Observation de47594c-35f6-4206-8575-02af20cd8924 · outbound

This paper cites Paint by example: Exemplar-based image editing with diffusion mod- els.

Test-time Prompt Refinement for Text-to-Image Models Paint by example: Exemplar-based image editing with diffusion mod- els

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.172630Z

Source-reported events for the cited work

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Observation f64aab34-d6b6-48cc-8bc1-1d97b6cceb17 · outbound

This paper cites Reco: Region-controlled text-to-image genera- tion.

Test-time Prompt Refinement for Text-to-Image Models Reco: Region-controlled text-to-image genera- tion

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T15:01:52.554275Z

Source-reported events for the cited work

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Observation 958ad8bd-cfe6-412a-8dfe-7f255a1b844e · outbound

This paper cites Stack- gan: Text to photo-realistic image synthesis with stacked generative adversarial networks.

Test-time Prompt Refinement for Text-to-Image Models Stack- gan: Text to photo-realistic image synthesis with stacked generative adversarial networks

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.148697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 85a3587b-fc2c-4b79-928e-7d51e7409aa8 · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

Test-time Prompt Refinement for Text-to-Image Models Adding conditional control to text-to-image diffusion models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T15:01:52.569855Z

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Observation 2513d08e-c38d-43c6-8d7f-5e9f15a9e864 · outbound

This paper cites Controllable text-to-image generation with gpt-.

Test-time Prompt Refinement for Text-to-Image Models Controllable text-to-image generation with gpt-

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.123489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e7e3f439-9ce0-49a1-891c-c8ddd560bf47 · outbound

This paper cites Dm-gan: Dynamic memory generative adversarial networks for text- to-image synthesis.

Test-time Prompt Refinement for Text-to-Image Models Dm-gan: Dynamic memory generative adversarial networks for text- to-image synthesis

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.108208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6c7405c6-5644-493e-8975-3742ad478835 · outbound

This paper cites Controllable Text-to-Image Generation with GPT-4.

Test-time Prompt Refinement for Text-to-Image Models Controllable Text-to-Image Generation with GPT-4

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T15:01:52.585344Z

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Observation b152ec5c-59c1-4354-b5b8-6dd4a6c28df3 · outbound

This paper cites Benchmark Datasets We use three benchmark datasets to assess compositional fidelity, prompt comprehension, and generalization: 9.1.1.

Test-time Prompt Refinement for Text-to-Image Models Benchmark Datasets We use three benchmark datasets to assess compositional fidelity, prompt comprehension, and generalization: 9.1.1

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:01:53.093043Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0c053d58-a99d-4125-a188-9f923a76db6d · outbound

This paper cites an unresolved cited work.

Test-time Prompt Refinement for Text-to-Image Models Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:01:53.078443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7bb962e7-2f81-48b0-a76f-fcc33561f370 · outbound

This paper cites an unresolved cited work.

Test-time Prompt Refinement for Text-to-Image Models Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:01:53.266861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 5af3e4d7-3f17-45fc-acab-134cacffe0e0 · inbound

Evolutionary Token-Level Prompt Optimization for Diffusion Models cites this paper.

Evolutionary Token-Level Prompt Optimization for Diffusion Models Test-time Prompt Refinement for Text-to-Image Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:40:57.856590Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5a7d0d4a-ab9d-4063-99a1-367dc1aa8057 · inbound

DuET: Dual Expert Trajectories for Diffusion Image Editing cites this paper.

DuET: Dual Expert Trajectories for Diffusion Image Editing Test-time Prompt Refinement for Text-to-Image Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:38:29.280305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ee1caf41-9d5b-4243-9317-9ad86911a2f3 · inbound

DuET: Dual Expert Trajectories for Diffusion Image Editing cites this paper.

DuET: Dual Expert Trajectories for Diffusion Image Editing Test-time Prompt Refinement for Text-to-Image Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T02:13:10.574530Z

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