Paper Citation Record · LEDGER

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

As of 14 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 10 inbound Pith citation observations for arXiv:2412.03859.

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

pith.paper-citation-record.v1
2412.03859 v3

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:05:33.961490Z

measured 91 of 91 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 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:40:43.078627Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T08:26:47.756395Z

Reference resolution

81 of 81 outbound references displayed

verified exact0
verified fuzzy45
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dde7cb6b-6ca6-496c-b485-422903a65b18 · outbound

This paper cites GPT-4 Technical Report.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation GPT-4 Technical Report

Reference 1

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Source-reported events for the cited work

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Observation 8c7eb923-77e6-4f70-8bd8-3d7057203b1b · outbound

This paper cites All are worth words: A vit backbone for diffusion models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation All are worth words: A vit backbone for diffusion models

Reference 2

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Source-reported events for the cited work

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Observation 677ce3e1-9b45-42f4-b45c-793471d677c1 · outbound

This paper cites Improving image generation with better captions.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Improving image generation with better captions

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.378858Z

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Observation ed7e54ed-6d3f-4c73-b7e9-9a19ec7bdd5d · outbound

This paper cites Attend-and-excite: Attention-based semantic guid- ance for text-to-image diffusion models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Attend-and-excite: Attention-based semantic guid- ance for text-to-image diffusion models

Reference 4

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Observation 9f84a8f3-c602-4eec-a369-d115eaa22c42 · outbound

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

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Textdiffuser-2: Unleashing the power of language models for text rendering

Reference 5

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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 e67f4de6-2d24-4899-b046-64bdfff50aad · outbound

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

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Pixart- α: Fast training of diffusion transformer for photorealistic text-to-image synthesis

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.334739Z

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Observation f56d5274-4670-4d52-a659-4a0762c5ca6b · outbound

This paper cites Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis

Reference 7

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Observation d242a493-9f20-4e08-b10c-97060422e4eb · outbound

This paper cites Visual program- ming for step-by-step text-to-image generation and evaluation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Visual program- ming for step-by-step text-to-image generation and evaluation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.318705Z

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Observation 82a46ef0-b064-4648-82ab-02345ab05bbe · outbound

This paper cites Be yourself: Bounded attention for multi-subject text-to-image generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Be yourself: Bounded attention for multi-subject text-to-image generation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.298889Z

Source-reported events for the cited work

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Observation ee663d83-3818-44a4-9e26-0a1118a9c889 · outbound

This paper cites The Llama 3 Herd of Models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.650509Z

Source-reported events for the cited work

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Observation 0978cecc-9323-4cc9-80e4-c821c3e254a0 · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 11

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Source-reported events for the cited work

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Observation 917bc8d4-2e9e-44d7-9931-24031007c25f · outbound

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

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Layoutgpt: Compositional visual plan- ning and generation with large language models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.281786Z

Source-reported events for the cited work

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Observation 96d17313-8599-424a-a9c3-4a47ae00a08d · outbound

This paper cites Ranni: Taming text-to-image diffusion for accurate instruction following.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Ranni: Taming text-to-image diffusion for accurate instruction following

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.262897Z

Source-reported events for the cited work

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Observation 6a0b6586-9b77-499a-b583-d36255a26bf2 · outbound

This paper cites Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers

Reference 14

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Source-reported events for the cited work

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Observation 1cfe4114-b8ec-4d6f-a53e-936f75e4d4eb · outbound

This paper cites Check locate rectify: A training- free layout calibration system for text-to-image generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Check locate rectify: A training- free layout calibration system for text-to-image generation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.244578Z

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 d950db3b-7894-4755-b2d3-2502ed0ef0ba · outbound

This paper cites Gemma-7b-it.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Gemma-7b-it

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.219104Z

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 5115498c-3644-43a3-af71-7bd0b4a8d75e · outbound

This paper cites Qwen-vl-chat-finetuned-dense-captioner.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Qwen-vl-chat-finetuned-dense-captioner

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.192500Z

Source-reported events for the cited work

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Observation a96ccd68-fbfa-4327-bb67-19751e36e785 · outbound

This paper cites Qwen2.5-7b-it.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Qwen2.5-7b-it

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.175481Z

Source-reported events for the cited work

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Observation dee13355-d281-402e-a115-1ff847f4bcb7 · outbound

This paper cites Layoutflow: Flow matching for layout generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Layoutflow: Flow matching for layout generation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.151023Z

Source-reported events for the cited work

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Observation 51082934-53bc-4534-a1d4-fafe8f5ea16f · outbound

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

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 20

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Source-reported events for the cited work

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Observation 0c98c773-dca2-4065-8859-041c8e51a584 · outbound

This paper cites Denoising diffu- sion probabilistic models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Denoising diffu- sion probabilistic models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.696264Z

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Observation 4523de25-1d9c-4421-acde-23eea7302b50 · outbound

This paper cites Interactdiffusion: Interaction control in text-to-image diffusion models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Interactdiffusion: Interaction control in text-to-image diffusion models

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.115405Z

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

Observation 5aa908e3-9e8e-479b-b439-37faadb1b35e · outbound

This paper cites Retrieval-augmented layout trans- former for content-aware layout generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Retrieval-augmented layout trans- former for content-aware layout generation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.094819Z

Source-reported events for the cited work

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Observation 77cfa17d-416a-4a7d-96bb-26656625b847 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation LoRA: Low-Rank Adaptation of Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.707742Z

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Observation f5e818b9-5861-4f14-9567-a44610a4d411 · outbound

This paper cites MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.712028Z

Source-reported events for the cited work

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Observation e9e63d8c-3d57-41ac-b815-1bae8f515038 · outbound

This paper cites T2i-compbench: A comprehensive benchmark for open- world compositional text-to-image generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation T2i-compbench: A comprehensive benchmark for open- world compositional text-to-image generation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.077595Z

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Observation ff541deb-427e-43e2-9aff-dca559902a1a · outbound

This paper cites Qwen2.5-Coder Technical Report.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Qwen2.5-Coder Technical Report

Reference 27

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Source-reported events for the cited work

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Observation ebeef20e-1b99-46c9-831b-0433b079b4aa · outbound

This paper cites Ssmg: Spatial-semantic map guided diffusion model for free-form layout-to-image generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Ssmg: Spatial-semantic map guided diffusion model for free-form layout-to-image generation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.062015Z

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Observation 6ce962de-516e-40a0-989b-345aea679cab · outbound

This paper cites YOLOv11: An Overview of the Key Architectural Enhancements.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation YOLOv11: An Overview of the Key Architectural Enhancements

Reference 29

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Observation fe405240-e763-4be0-83b9-f9c7b5e1fb35 · outbound

This paper cites Auto-Encoding Variational Bayes.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Auto-Encoding Variational Bayes

Reference 30

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Source-reported events for the cited work

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Observation 5593edec-d8c1-40ad-ab7e-e07140ed461a · outbound

This paper cites Segment any- thing.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Segment any- thing

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.045145Z

Source-reported events for the cited work

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Observation 7e29d7ed-5f3a-48b3-ac39-ee60a6b858e5 · outbound

This paper cites Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.742011Z

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Observation 4de00f28-f2d1-437a-904e-17ca85bb337e · outbound

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CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Unresolved cited work

Reference 33

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Observation e0c1d53d-6763-4ae4-8cbb-ea2978498e56 · outbound

This paper cites Laion-aesthetics v2.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Laion-aesthetics v2

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:35.007692Z

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Observation 9f399cbd-1d45-420c-8405-9e63cb2088fa · outbound

This paper cites GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation

Reference 35

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Source-reported events for the cited work

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Observation 4da9a0db-4be4-4185-bc8e-53d50651aa65 · outbound

This paper cites Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation

Reference 36

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Observation a92f2f6a-18c2-45ee-9073-65986c826ef4 · outbound

This paper cites Magicmotion: Controllable video genera- tion with dense-to-sparse trajectory guidance.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Magicmotion: Controllable video genera- tion with dense-to-sparse trajectory guidance

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.761586Z

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Observation 91a0041f-f01a-4d61-9f25-fd59fcf9c256 · outbound

This paper cites WebVision Database: Visual Learning and Understanding from Web Data.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation WebVision Database: Visual Learning and Understanding from Web Data

Reference 38

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Observation 673e0759-53a0-4dc1-a458-cc4905230d1a · outbound

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

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Gligen: Open-set grounded text-to-image generation

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.989702Z

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Observation c273de19-dd59-4a5c-81c9-e0b9d4f7d568 · outbound

This paper cites Hunyuan-dit: A powerful multi- resolution diffusion transformer with fine-grained chinese understanding.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Hunyuan-dit: A powerful multi- resolution diffusion transformer with fine-grained chinese understanding

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.977019Z

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Observation 6cfdf3d3-5561-4be1-91ee-2b8700674404 · outbound

This paper cites Llm- grounded diffusion: Enhancing prompt understanding of text-to-image diffusion models with large language models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Llm- grounded diffusion: Enhancing prompt understanding of text-to-image diffusion models with large language models

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.963421Z

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Observation 917bae66-e05d-412c-8ba3-ec6ce8b2b8cf · outbound

This paper cites Microsoft coco: Common objects in context.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Microsoft coco: Common objects in context

Reference 42

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Source-reported events for the cited work

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This paper cites Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 43

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Observation 43774304-a336-4d34-bf58-96fd872bfd28 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 44

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Observation fa15e9e3-a838-40c1-b1c9-66195f7e859f · outbound

This paper cites Hico: Hierarchical controllable diffusion model for layout-to-image generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Hico: Hierarchical controllable diffusion model for layout-to-image generation

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.934378Z

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Observation 1968cad9-8563-4d8a-be55-f05bc08ef31e · outbound

This paper cites Llama-3.1-8b-instruct.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Llama-3.1-8b-instruct

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.920248Z

Source-reported events for the cited work

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Observation eb20fdf2-a8b7-4011-80cf-922fb65ab373 · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view synthe- sis.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Nerf: Representing scenes as neural radiance fields for view synthe- sis

Reference 47

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Source-reported events for the cited work

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Observation 183e40a0-0d4c-46e1-b30a-0000493de82b · outbound

This paper cites Compositional Text-to-Image Generation with Dense Blob Representations.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Compositional Text-to-Image Generation with Dense Blob Representations

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.808311Z

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Observation 7c8928a9-1c35-418d-825e-4f9e38715e10 · outbound

This paper cites Minicpm-v-2.6.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Minicpm-v-2.6

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.896324Z

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 5ecf1184-0071-4c1b-8cdc-598515f6b6d4 · outbound

This paper cites Scalable diffusion models with transformers.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Scalable diffusion models with transformers

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.881590Z

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Observation 141d6be0-9ff5-4368-9e0f-4cbc3a2698ca · outbound

This paper cites Grounded text-to-image synthesis with attention refocusing.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Grounded text-to-image synthesis with attention refocusing

Reference 51

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Observation cb58164b-b9f3-447b-bf49-f0cf1900ae76 · outbound

This paper cites Sdxl: Improving latent diffusion models for high-resolution image synthesis.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Sdxl: Improving latent diffusion models for high-resolution image synthesis

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.859874Z

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Observation ce8fe400-5101-4bfa-9fc1-670791425991 · outbound

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

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Layoutllm-t2i: Eliciting layout guidance from llm for text-to-image generation

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.844373Z

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

Observation 18ce0ed1-09d8-4704-bbd9-3023903deb95 · outbound

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

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Learning transferable visual models from natural language supervision

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.830187Z

Source-reported events for the cited work

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Observation c2163677-835d-44b3-84f6-48af9125147f · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 55

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Observation c71bbf37-d996-4972-ba74-bba306e8b3ad · outbound

This paper cites Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection

Reference 56

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Observation ed319180-1018-4fcb-974b-d9e7ca5b12a9 · outbound

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

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation High-resolution image synthesis with latent diffusion models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.853806Z

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Observation f89ec6df-a78f-49fd-b36e-d9e7cb582568 · outbound

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

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Pho- torealistic text-to-image diffusion models with deep language understanding

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.792154Z

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 590c86bc-bd44-434b-9c13-ceec6ae60ff7 · outbound

This paper cites Improved techniques for training gans.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Improved techniques for training gans

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.773788Z

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Observation a8809984-29d2-49d4-b8f0-8d8f1040824e · outbound

This paper cites Laion-5b: An open large-scale dataset for training next gener- ation image-text models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Laion-5b: An open large-scale dataset for training next gener- ation image-text models

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.760276Z

Source-reported events for the cited work

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Observation 15356828-e118-4e34-aaf6-7d2fdff56f9d · outbound

This paper cites Noisecollage: A layout-aware text-to-image diffusion model based on noise cropping and merging.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Noisecollage: A layout-aware text-to-image diffusion model based on noise cropping and merging

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.744123Z

Source-reported events for the cited work

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Observation 86f215b8-fd06-43dc-a8b8-f12d29134a7b · outbound

This paper cites Denoising diffusion implicit models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Denoising diffusion implicit models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.877060Z

Source-reported events for the cited work

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Observation 57ab6d1c-8c72-47ab-9269-21a6900362f6 · outbound

This paper cites Stable diffusion 3.5.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Stable diffusion 3.5

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.719693Z

Source-reported events for the cited work

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Observation 6fd0e363-cb66-4685-ba11-f537d274d88b · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Gemma: Open Models Based on Gemini Research and Technology

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.885027Z

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Observation 87a96ed2-df30-4622-90fa-87a0abd5e49a · outbound

This paper cites Omost github page.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Omost github page

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.707951Z

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 7529171f-8a64-4c7a-bce7-ccd3c5170588 · outbound

This paper cites UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generation

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.892978Z

Source-reported events for the cited work

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Observation dbafb880-3815-4c74-8328-98761a31635a · outbound

This paper cites Instancediffusion: Instance-level control for image generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Instancediffusion: Instance-level control for image generation

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.693466Z

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Observation 5bf8faf5-f475-4580-b945-46f2226ea138 · outbound

This paper cites Desigen: A pipeline for controllable design template generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Desigen: A pipeline for controllable design template generation

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.677121Z

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 04250b7e-024e-4945-a136-202eb064c248 · outbound

This paper cites Self-correcting llm-controlled diffusion models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Self-correcting llm-controlled diffusion models

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.654520Z

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Observation 7fed15b3-479f-4821-be91-fd4d2259133a · outbound

This paper cites IFAdapter: Instance Feature Control for Grounded Text-to-Image Generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation IFAdapter: Instance Feature Control for Grounded Text-to-Image Generation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.911518Z

Source-reported events for the cited work

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Observation d245cd8c-5fba-462d-aff4-78cccdbf6981 · outbound

This paper cites VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation VIDiff: Translating Videos via Multi-Modal Instructions with Diffusion Models

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.916043Z

Source-reported events for the cited work

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Observation 0a399c3b-4058-47c9-9419-442a4feb5a27 · outbound

This paper cites Simda: Simple diffusion adapter for efficient video generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Simda: Simple diffusion adapter for efficient video generation

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.637301Z

Source-reported events for the cited work

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Observation 3be4c486-dc70-4ef5-9862-1835e5a33be5 · outbound

This paper cites AID: Adapting Image2Video Diffusion Models for Instruction-guided Video Prediction.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation AID: Adapting Image2Video Diffusion Models for Instruction-guided Video Prediction

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-11T22:05:33.924765Z

Source-reported events for the cited work

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Observation 1e6362bf-01c0-46eb-93b3-fa7088e21d83 · outbound

This paper cites A survey on video diffusion models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation A survey on video diffusion models

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.623164Z

Source-reported events for the cited work

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Observation 0338289c-af01-433e-bca9-405a9937e1c4 · outbound

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

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Imagereward: Learning and evaluating human preferences for text-to-image generation

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.607588Z

Source-reported events for the cited work

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Observation c8a0465f-6fbb-44bd-9c49-29e1e81a0c20 · outbound

This paper cites Freestyle layout-to-image synthesis.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Freestyle layout-to-image synthesis

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.588757Z

Source-reported events for the cited work

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Observation a605c30e-9520-406e-9a5c-a15313a0e538 · outbound

This paper cites Law-diffusion: Complex scene generation by diffusion with layouts.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Law-diffusion: Complex scene generation by diffusion with layouts

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.569900Z

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Observation e94a0421-4d8a-4b71-8085-c6ea8ef84593 · outbound

This paper cites Mastering text-to-image diffusion: Recaptioning, planning, and generating with multimodal llms.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Mastering text-to-image diffusion: Recaptioning, planning, and generating with multimodal llms

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.553344Z

Source-reported events for the cited work

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Observation 466c2556-3d30-4979-9910-7bfbc9a38232 · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 79

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Observation adaf16fa-094e-45a8-9c93-d968faa6d153 · outbound

This paper cites Layoutdiffusion: Controllable diffusion model for layout-to-image generation.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Layoutdiffusion: Controllable diffusion model for layout-to-image generation

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:05:34.537773Z

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 99544d28-def6-46d8-bcf8-dafb204db096 · outbound

This paper cites Layout Image Text SiamLayout-FLUX Global Caption TokensImage TokensLayout Tokensℎ!ℎ.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Layout Image Text SiamLayout-FLUX Global Caption TokensImage TokensLayout Tokensℎ!ℎ

Reference 81

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T22:05:34.074029Z

Source-reported events for the cited work

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Pith citing papers

Observation ac8abb00-9e24-45e4-9d47-8739112168cd · inbound

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey cites this paper.

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Reference 86

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:18:53.739050Z

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 089b1b99-3426-4303-bf25-1d647def6bff · inbound

ComposeAnything: Composite Object Priors for Text-to-Image Generation cites this paper.

ComposeAnything: Composite Object Priors for Text-to-Image Generation CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:43.078627Z

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

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design cites this paper.

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

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Observation 980fec80-ed73-4571-a9b3-f7c778860428 · inbound

Layout-Conditioned Autoregressive Text-to-Image Generation via Structured Masking cites this paper.

Layout-Conditioned Autoregressive Text-to-Image Generation via Structured Masking CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-04T16:43:53.304734Z

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Observation 380659ca-630c-49bb-b413-9395a8638c4c · inbound

RefineAnything: Multimodal Region-Specific Refinement for Perfect Local Details cites this paper.

RefineAnything: Multimodal Region-Specific Refinement for Perfect Local Details CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Reference 53

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T23:20:53.845509Z

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 c06090a0-57d8-4db8-ae76-3157feff1802 · inbound

Benchmarking Layout-Guided Diffusion Models through Unified Semantic-Spatial Evaluation in Closed and Open Settings cites this paper.

Benchmarking Layout-Guided Diffusion Models through Unified Semantic-Spatial Evaluation in Closed and Open Settings CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:26:21.818643Z

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 90e92c45-3511-40f5-a257-f526b0da77af · inbound

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Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Reference 98

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:16:28.822243Z

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 b2376fc3-d09e-491b-ab3d-ff9d59f8ace6 · inbound

Compositional Text-to-Image Generation Via Region-aware Bimodal Direct Preference Optimization cites this paper.

Compositional Text-to-Image Generation Via Region-aware Bimodal Direct Preference Optimization CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:23:28.291397Z

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 7d35254a-a1fc-4346-b477-e36c11b4937d · inbound

MetaPoint: Unlocking Precise Spatial Control in Agentic Visual Generation cites this paper.

MetaPoint: Unlocking Precise Spatial Control in Agentic Visual Generation CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:26:47.757884Z

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 e0e5a2c1-0688-43dc-a5ca-ca7e2a97a114 · inbound

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models cites this paper.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:01.026456Z

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Unavailable: canonical work link unavailable.