Paper Citation Record · LEDGER

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 4 inbound Pith citation observations for arXiv:2507.04218.

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

pith.paper-citation-record.v1
2507.04218 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:59:29.575197Z

measured 42 of 42 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T13:48:36.708969Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T01:46:15.074578Z

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy17
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a9daf26d-8775-4ca3-b8be-75eace4cf5eb · outbound

This paper cites Flux.1 [dev].https://huggingface.co/black-forest-labs/FLUX.1-dev, 2024.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Flux.1 [dev].https://huggingface.co/black-forest-labs/FLUX.1-dev, 2024

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:32.722457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0610c8e0-957e-47d9-8f3e-99a063503b33 · outbound

This paper cites Instructpix2pix: Learning to follow image editing instructions.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Instructpix2pix: Learning to follow image editing instructions

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:32.595629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 51e9b465-8380-4271-b68f-2dc2aab08fd5 · outbound

This paper cites Diffusion Self-Distillation for Zero-Shot Customized Image Generation.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Diffusion Self-Distillation for Zero-Shot Customized Image Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:26.497596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50003c1c-9e64-4330-b2ab-2993cb1b08fa · outbound

This paper cites Posta: A go-to framework for customized artistic poster generation.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Posta: A go-to framework for customized artistic poster generation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:32.454799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 01643ba8-46d9-487a-be2c-a78f7c9c18fd · outbound

This paper cites Textdiffuser-2: Unleashing the power of language models for text rendering.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Textdiffuser-2: Unleashing the power of language models for text rendering

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:32.303510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 972f98cb-3e7d-4129-a243-4ba382f367b7 · outbound

This paper cites Anydoor: Zero-shot object-level image customization.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Anydoor: Zero-shot object-level image customization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:26.793675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d1c3a9f-1d82-4db1-94a9-f64ece0657b4 · outbound

This paper cites Dit4edit: Diffusion transformer for image editing.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Dit4edit: Diffusion transformer for image editing

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:32.169015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c346c19-34a8-433b-b9ae-f89fe054eb2f · outbound

This paper cites Postermaker: Towards high-quality product poster generation with accurate text rendering.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Postermaker: Towards high-quality product poster generation with accurate text rendering

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:31.965216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c9df2935-0829-4ddb-b4e9-61c3920df366 · outbound

This paper cites Seedream 3.0 Technical Report.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Seedream 3.0 Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:27.123341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cae174e3-2f30-4634-b082-4d905ea6a7a8 · outbound

This paper cites Gemini 2.5 flash: A hybrid reasoning multimodal model.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Gemini 2.5 flash: A hybrid reasoning multimodal model

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:31.731208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3e718d15-279f-4d99-b56f-c0bd76e7b619 · outbound

This paper cites Smartedit: Exploring complex instruction-based image editing with multimodal large language models.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Smartedit: Exploring complex instruction-based image editing with multimodal large language models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:31.507884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 293c5fdf-94f2-489b-b58f-74e69d96bd8b · outbound

This paper cites COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:27.404447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6af06a5-356d-4e72-9aa8-739421cdc574 · outbound

This paper cites FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:27.516936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90fb5605-654b-40f2-97fc-653439d77a1d · outbound

This paper cites Schedule your edit: A simple yet effective diffusion noise schedule for image editing.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Schedule your edit: A simple yet effective diffusion noise schedule for image editing

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:31.325673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43c97517-89cf-4fd0-9472-ffec3edd0688 · outbound

This paper cites Autoposter: A highly automatic and content-aware design system for advertising poster generation.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Autoposter: A highly automatic and content-aware design system for advertising poster generation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:31.180295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 39abe9cf-7648-47e5-84f9-2260b19bc6df · outbound

This paper cites Step1X-Edit: A Practical Framework for General Image Editing.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Step1X-Edit: A Practical Framework for General Image Editing

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:27.886949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66c72969-be01-4f61-9f81-a90216d6e0ca · outbound

This paper cites Glyph-byt5: A customized text encoder for accurate visual text rendering.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Glyph-byt5: A customized text encoder for accurate visual text rendering

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:31.023945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 22a9cc33-4023-4d09-93f8-9d9c417ebe1a · outbound

This paper cites Dreamo: A unified framework for image customization.arXiv preprint arXiv:2504.16915, 2025.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Dreamo: A unified framework for image customization.arXiv preprint arXiv:2504.16915, 2025

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:28.083934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d75b814c-ee68-4ce2-8b4f-82ce293dce74 · outbound

This paper cites Introducing 4o image generation, 2025.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Introducing 4o image generation, 2025

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:30.891092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a320826c-d455-4c88-9edf-1e1bfbd56850 · outbound

This paper cites Art: Anonymous region transformer for variable multi-layer transparent image generation.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Art: Anonymous region transformer for variable multi-layer transparent image generation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:30.763332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 84a8d20c-038a-43e6-a635-0cc8b2f2f4a6 · outbound

This paper cites Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:28.267494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f035081e-f7f0-4a21-9a2e-9b110c350bfe · outbound

This paper cites SeedEdit: Align Image Re-Generation to Image Editing.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design SeedEdit: Align Image Re-Generation to Image Editing

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:28.345788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2c80175-48d8-47e4-a628-8ec76ff11586 · outbound

This paper cites Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:28.411730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f300d753-e1e2-4d2a-bd44-266dc0ac6ce1 · outbound

This paper cites OminiControl: Minimal and Universal Control for Diffusion Transformer.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design OminiControl: Minimal and Universal Control for Diffusion Transformer

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:28.458593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3964dafc-f244-4044-9a82-7e0d83791608 · outbound

This paper cites AnyText2: Visual Text Generation and Editing With Customizable Attributes.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design AnyText2: Visual Text Generation and Editing With Customizable Attributes

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:28.527779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e0077ac-2e28-457a-9314-399456bd38fa · outbound

This paper cites InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:28.583550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 724c589c-cf64-4a08-be06-8b672c19d768 · outbound

This paper cites SeedEdit 3.0: Fast and High-Quality Generative Image Editing.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:28.644937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e964a8a8-ff54-49ce-9a4f-18531ae9d631 · outbound

This paper cites Designdiffusion: High-quality text-to-design image generation with diffusion models.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Designdiffusion: High-quality text-to-design image generation with diffusion models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:30.614688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6079a3e4-0043-4ea8-8c84-db7d27196391 · outbound

This paper cites Stylediffusion: Controllable disentangled style transfer via diffusion models.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Stylediffusion: Controllable disentangled style transfer via diffusion models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:30.479322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 973fc9f2-eb3e-43d4-aef6-78bd268d328e · outbound

This paper cites OmniGen: Unified Image Generation.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design OmniGen: Unified Image Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:28.843313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a74e2cd2-67c1-4e0e-bb57-6579f09bb301 · outbound

This paper cites FreeTuner: Any Subject in Any Style with Training-free Diffusion.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design FreeTuner: Any Subject in Any Style with Training-free Diffusion

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:28.911258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92ca400d-5d62-4101-a4f9-5de2536ec658 · outbound

This paper cites CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:29.010130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb176011-819d-4916-a04c-0f0288d133c7 · outbound

This paper cites Creatidesign: A unified multi-conditional diffusion transformer for creative graphic design.arXiv preprint arXiv:2505.19114, 2025.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Creatidesign: A unified multi-conditional diffusion transformer for creative graphic design.arXiv preprint arXiv:2505.19114, 2025

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:29.113537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c9fadef-c22d-43a0-90d6-348aab0c43d5 · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing.Advances in Neural Information Processing Systems, 2023.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Magicbrush: A manually annotated dataset for instruction-guided image editing.Advances in Neural Information Processing Systems, 2023

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:30.347610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6e321ebe-d0b3-43a5-8f98-7a04bf69332d · outbound

This paper cites Inversion-based style transfer with diffusion models.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Inversion-based style transfer with diffusion models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:29.283230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b45aee40-3503-4586-8b0a-49cca681694c · outbound

This paper cites EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:29.364959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29ef2404-9f67-4d8e-bcbf-e8e12ec30725 · outbound

This paper cites In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:29.463015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aa5c20c-d2c0-457b-80dc-4efb44dc39ae · outbound

This paper cites Ultraedit: Instruction-based fine-grained image editing at scale.Advancesin Neural Information Processing Systems, 2024.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design Ultraedit: Instruction-based fine-grained image editing at scale.Advancesin Neural Information Processing Systems, 2024

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:59:30.179968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation b40d190f-bc99-423c-931f-9f7b22b0bb87 · inbound

Towards Design Compositing cites this paper.

Towards Design Compositing DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:45:21.090544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88b05355-b6c1-426c-9d0e-a029dee479de · inbound

simpleposter: a simple baseline for product poster generation cites this paper.

simpleposter: a simple baseline for product poster generation DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-12T01:46:15.076788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation faa911b7-d7a7-4718-b915-c9de96a3213f · inbound

PosterHarness: Turning Scientific Poster Generation into an Auditable Instruction-Following Benchmark cites this paper.

PosterHarness: Turning Scientific Poster Generation into an Auditable Instruction-Following Benchmark DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T05:30:32.163273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6357f5e4-8052-4f29-bd91-01f3402d770c · inbound

EmoStyle: Affective Conditioning of Style-Specialist Experts for Emotional Image Generation cites this paper.

EmoStyle: Affective Conditioning of Style-Specialist Experts for Emotional Image Generation DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-14T13:48:36.708969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.