Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models | Paper Citation Record

Observation 2ebf8f38-836b-4075-80e2-bdf23294a8ef · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Flamingo: a Visual Language Model for Few-Shot Learning

Reference 1

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Observation dbe82edf-c02a-4661-a88e-efd3394e3473 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2

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Observation eeb42eef-8544-4ac2-8af6-eae91e580566 · outbound

This paper cites Qwen3-VL Technical Report.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Qwen3-VL Technical Report

Reference 3

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Observation 3f2f0e2d-9c25-493c-8a7a-0a695b88da38 · outbound

This paper cites InstructPix2Pix: Learning to Follow Image Editing Instructions.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models InstructPix2Pix: Learning to Follow Image Editing Instructions

Reference 4

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Observation 6f0a6611-1f27-4d66-a6bf-16183931a5fe · outbound

This paper cites HunyuanImage 3.0 Technical Report.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models HunyuanImage 3.0 Technical Report

Reference 5

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Observation e826a919-f622-432c-b162-5a1fa3240afb · outbound

This paper cites Pixart- α: Fast training of diffusion transformer for photorealistic text-to-image synthesis, 2023.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Pixart- α: Fast training of diffusion transformer for photorealistic text-to-image synthesis, 2023

Reference 6

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Observation e2d7e3fe-1265-4068-8106-3d420f5b21dc · outbound

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

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Training-free layout control with cross-attention guidance

Reference 7

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Observation ee573901-cbdf-44d2-9340-0aec73a8638f · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 8

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Observation 7c51226a-d37e-4988-b3e9-f154fa03f3f0 · outbound

This paper cites Visual Programming for Text-to-Image Generation and Evaluation.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Visual Programming for Text-to-Image Generation and Evaluation

Reference 9

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Observation 3e558af5-b06b-4306-864d-64b13569f507 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:57.570181Z

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Observation a1c4875e-6fbc-45b9-9f2b-eb7b5bcd348e · outbound

This paper cites Emerging Properties in Unified Multimodal Pretraining.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Emerging Properties in Unified Multimodal Pretraining

Reference 11

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Observation e698a7fd-a5a6-4515-84b0-1fcef70a4259 · outbound

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

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:57.686090Z

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Observation 08b4b17e-d836-40a1-b6ff-038dadcdbdd3 · outbound

This paper cites LayoutGPT: Compositional Visual Planning and Generation with Large Language Models.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models LayoutGPT: Compositional Visual Planning and Generation with Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:57.741701Z

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Observation 28f6922f-77bd-4ac0-abf5-2f7d213d6661 · outbound

This paper cites Guiding Instruction-based Image Editing via Multimodal Large Language Models.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Guiding Instruction-based Image Editing via Multimodal Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:57.941825Z

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Observation 78358746-fa3b-43c9-ac3f-d883cbf6e34e · outbound

This paper cites SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation

Reference 15

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Observation 5747dfdb-e0ce-44f3-a579-a3898db8b249 · outbound

This paper cites Thinkmorph: Emergent properties in multimodal interleaved chain-of-thought reasoning, 2026.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Thinkmorph: Emergent properties in multimodal interleaved chain-of-thought reasoning, 2026

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:58.183372Z

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Observation daeefbf0-0480-4e24-9dbd-0d08d37efcee · outbound

This paper cites GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:58.295635Z

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Observation b6c98946-d524-487f-ae0a-aa19a7b15b74 · outbound

This paper cites Plangen: Towards unified layout planning and image genera- tion in auto-regressive vision language models.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Plangen: Towards unified layout planning and image genera- tion in auto-regressive vision language models

Reference 18

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Observation 1abc0145-2f89-4cde-b60d-272a7892e0be · outbound

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

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 19

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Observation d92e1202-1a7d-4e3f-a27d-2abe02fc04db · outbound

This paper cites T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-image Generation.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-image Generation

Reference 20

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Observation 38a7ba4b-a4bb-43e8-a350-e078fbd97463 · outbound

This paper cites GPT-4o System Card.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models GPT-4o System Card

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:58.891632Z

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Observation b8476964-01ed-4ee9-987f-055bcb89098f · outbound

This paper cites FLUX.2: Frontier Visual Intelligence.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models FLUX.2: Frontier Visual Intelligence

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:59.051269Z

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Observation 866bec57-0524-4aa8-a248-034ec9417631 · outbound

This paper cites Evaluating object hallucination in large vision-language models.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Evaluating object hallucination in large vision-language models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:59.217166Z

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Observation 3ba5d23e-15f0-4971-a3d3-34d39f4fa50f · outbound

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

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Gligen: Open-set grounded text-to-image generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:59.385173Z

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Observation fc7c65c8-d4f5-4c41-b41c-6eba13ff0928 · outbound

This paper cites Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:59.483320Z

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Observation d14b4f97-c2a7-4db3-acd5-ff77c4eea622 · outbound

This paper cites Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:59.570641Z

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Observation da169950-af7f-49c6-b69f-58d4624f80ac · outbound

This paper cites Visual Instruction Tuning.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Visual Instruction Tuning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:59.627471Z

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Observation 52ef7976-b369-42dc-a007-e48ceec4686f · outbound

This paper cites Flow-GRPO: Training Flow Matching Models via Online RL.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Flow-GRPO: Training Flow Matching Models via Online RL

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:59.699656Z

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Observation 6f5c496c-9496-48a7-acea-52fa375fb198 · outbound

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

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:59.782941Z

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Observation 30ead908-e6fe-4f57-a722-814dd1dfae74 · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 30

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Observation 32c959b0-3f83-490b-a9ae-e295a9b81ce9 · outbound

This paper cites Chameleon: Plug-and-play compositional reasoning with large language models.Advances in Neural Information Processing Systems, 36:43447–43478, 2023.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Chameleon: Plug-and-play compositional reasoning with large language models.Advances in Neural Information Processing Systems, 36:43447–43478, 2023

Reference 31

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Observation 2330adab-80e0-4d3f-a802-d4bc4be40eee · outbound

This paper cites T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:00.007546Z

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Observation 13fb5e99-7538-49a4-bc78-4194a94710d3 · outbound

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

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:00.086880Z

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Observation ef147ebe-b2d8-4010-84a7-a0742bf7956f · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 34

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Observation 6b143778-ca7b-47c4-aa8f-c0d7a7e6aa09 · outbound

This paper cites Emu: Generative pretraining in multimodality,.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Emu: Generative pretraining in multimodality,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:00.211440Z

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Observation be6ed78c-0ce3-4585-9c2f-2e4abee221d9 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:00.356603Z

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Observation 64fba9d9-cc0f-4872-a406-6befed4a4bdb · outbound

This paper cites GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing

Reference 37

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Observation 7f3dedc3-9750-4c7d-b097-016502994e39 · outbound

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

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Boxdiff: Text-to-image synthesis with training-free box-constrained diffu- sion

Reference 38

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Observation 0e7fba52-72f6-43e1-b5be-db58ac2f4328 · outbound

This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Reference 39

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Observation c2b4ea7e-ac01-40a4-bf5e-1f4d994afd71 · outbound

This paper cites Show-o2: Improved Native Unified Multimodal Models.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Show-o2: Improved Native Unified Multimodal Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:00.675288Z

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Observation 9da7ad30-90f1-49d0-bac6-a8c2b3da2368 · outbound

This paper cites ImgEdit: A Unified Image Editing Dataset and Benchmark.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models ImgEdit: A Unified Image Editing Dataset and Benchmark

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:00.788019Z

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Observation 91696826-7d3a-4d6a-a37e-74a820d0c2b7 · outbound

This paper cites MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:00.891370Z

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Observation e0e5a2c1-0688-43dc-a5ca-ca7e2a97a114 · outbound

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

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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Observation 5c44f5aa-1795-402b-9ad5-dc08f2fe0155 · outbound

This paper cites Adding Conditional Control to Text-to-Image Diffusion Models.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Adding Conditional Control to Text-to-Image Diffusion Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:01.108535Z

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Observation ff129d0e-4250-4f2f-bd72-7f41f79b9627 · outbound

This paper cites Layercraft: Enhancing text-to-image generation with cot reasoning and layered object integration, 2025.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Layercraft: Enhancing text-to-image generation with cot reasoning and layered object integration, 2025

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:01.186249Z

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Observation 16cddb43-7088-4ddf-b420-4df7f2efdd5b · outbound

This paper cites Divide and Conquer: Language Models can Plan and Self-Correct for Compositional Text-to-Image Generation.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Divide and Conquer: Language Models can Plan and Self-Correct for Compositional Text-to-Image Generation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:01.263081Z

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Observation 0a32ab58-fd34-4b37-8091-5a0deda9eb7e · outbound

This paper cites Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:01.413854Z

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Observation 7ad1bacd-2c8a-45aa-b0da-bedc64957a99 · outbound

This paper cites Emu: Generative Pretraining in Multimodality.

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models Emu: Generative Pretraining in Multimodality

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T21:08:00.285957Z

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