% Key papers for Layout-to-image control (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2018_inferring_13227, title = {{Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Hong_Inferring_Semantic_Layout_CVPR_2018_paper.html}, } @inproceedings{cvpr2023_spatext_22236, title = {{SpaText: Spatio-Textual Representation for Controllable Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22216}, } @inproceedings{cvpr2023_dream3d_20839, title = {{Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22691}, } @inproceedings{cvpr2020_cookgan_15287, title = {{CookGAN: Causality Based Text-to-Image Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2023_freestyle_21022, title = {{Freestyle Layout-to-Image Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21274}, } @inproceedings{cvpr2024_migc_24063, title = {{MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30434}, } @inproceedings{neurips2023_layoutgpt_68495, title = {{LayoutGPT: Compositional Visual Planning and Generation with Large Language Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71328}, } @inproceedings{cvpr2025_omnigen_27123, title = {{OmniGen: Unified Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34941}, } @inproceedings{aaai2024_it3d_6258, title = {{IT3D: Improved Text-to-3D Generation with Explicit View Synthesis}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27886}, } @inproceedings{cvpr2024_intelligent_23825, title = {{Intelligent Grimm - Open-ended Visual Storytelling via Latent Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31067}, } @inproceedings{cvpr2023_scenecomposer_22135, title = {{SceneComposer: Any-Level Semantic Image Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23152}, } @inproceedings{cvpr2024_viewdiff_25238, title = {{ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31616}, } @inproceedings{cvpr2024_a_22664, title = {{A Unified Approach for Text- and Image-guided 4D Scene Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30790}, } @inproceedings{cvpr2024_dreamcontrol_23266, title = {{DreamControl: Control-Based Text-to-3D Generation with 3D Self-Prior}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30843}, } @inproceedings{neurips2021_benchmark_62661, title = {{Benchmark for Compositional Text-to-Image Synthesis}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://openreview.net/forum?id=bKBhQhPeKaF}, } @inproceedings{neurips2023_mvdiffusion_69835, title = {{MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70115}, } @inproceedings{neurips2023_unicontrol_69827, title = {{UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70123}, } @inproceedings{cvpr2024_vp3d_25192, title = {{VP3D: Unleashing 2D Visual Prompt for Text-to-3D Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30446}, } @inproceedings{cvpr2024_alchemist_22743, title = {{Alchemist: Parametric Control of Material Properties with Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31720}, } @inproceedings{cvpr2024_place_24412, title = {{PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31129}, } @inproceedings{cvpr2025_designdiffusion_25904, title = {{DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35024}, } @inproceedings{aaai2024_ssmg_7238, title = {{SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-Form Layout-to-Image Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28024}, } @inproceedings{aaai2024_autoregressive_5243, title = {{Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29332}, } @inproceedings{cvpr2025_posta_27197, title = {{POSTA: A Go-to Framework for Customized Artistic Poster Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32604}, } @inproceedings{aaai2024_text2city_7534, title = {{Text2City: One-Stage Text-Driven Urban Layout Regeneration}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28257}, } @inproceedings{cvpr2024_mulan_24086, title = {{MULAN: A Multi Layer Annotated Dataset for Controllable Text-to-Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31519}, } @inproceedings{cvpr2025_art_25407, title = {{ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32780}, } @inproceedings{cvpr2025_generative_26424, title = {{Generative Photography: Scene-Consistent Camera Control for Realistic Text-to-Image Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33756}, } @inproceedings{cvpr2024_check_22963, title = {{Check Locate Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31402}, } @inproceedings{neurips2024_images_72814, title = {{Images that Sound: Composing Images and Sounds on a Single Canvas}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94585}, }