[ICCV 2025] DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models (official implement)
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May 21, 2025 - Jupyter Notebook
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layout-to-image
Here are 12 public repositories matching this topic...
[NeurIPS 2024] RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
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Nov 14, 2024 - Python
Research code for paper "Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis"
pytorch image-generation text-to-image image-synthesis diffusion-model pytorch-lightning layout-to-image
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Nov 13, 2024 - Jupyter Notebook
Official implementation of "Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive" (ICLR 2024)
generative-model bcai semantic-image-synthesis diffusion-models layout-to-image aigc stable-diffusion generative-ai controlnet iclr2024 paper-resource
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Sep 3, 2024 - Jupyter Notebook
Code for "Learning Canonical Representations for Scene Graph to Image Generation", Herzig & Bar et al., ECCV2020
pytorch coco image-generation scene-graph clevr visual-genome eccv2020 canonical-representations layout-to-image scene-graph-to-image
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Nov 22, 2022 - Python
Extend BoxDiff to SDXL (SDXL-based layout-to-image generation)
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May 23, 2024 - Python
(NeurIPS 2025 D&B Track) OverLayBench: A Benchmark for Layout-to-Image Generation with Dense Overlaps
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May 4, 2026 - Python
Code for IterInpaint model, presented in Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation (CVPR 2024 workshop)
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Jul 21, 2024 - Jupyter Notebook
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Feb 6, 2026 - Python
Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation (ICML 2026)
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May 20, 2026 - Python
Code for the paper "Diffusion-based Semantic Image Synthesis from Sparse Layouts" (CGI 2023)
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Sep 22, 2023 - Python
Structured JSON prompting for deterministic 3D Cartesian spatial control in text-to-image models
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Feb 24, 2026
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