% Key papers for T2I evaluation and controllable adapters (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2024_t2i_7464,
  title = {{T2I-Adapter: Learning Adapters to Dig Out More Controllable Ability for Text-to-Image Diffusion Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28226},
}

@inproceedings{cvpr2024_rethinking_24629,
  title = {{Rethinking FID: Towards a Better Evaluation Metric for Image Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30269},
}

@inproceedings{neurips2023_geneval_68413,
  title = {{GenEval: An object-focused framework for evaluating text-to-image alignment}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/73566},
}

@inproceedings{cvpr2023_toward_22362,
  title = {{Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22014},
}

@inproceedings{cvpr2024_gpt_23558,
  title = {{GPT-4V(ision) is a Human-Aligned Evaluator 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/31541},
}

@inproceedings{cvpr2024_rich_24660,
  title = {{Rich Human Feedback 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/29725},
}

@inproceedings{neurips2023_t2i_69909,
  title = {{T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/73424},
}

@inproceedings{cvpr2024_scaling_24744,
  title = {{Scaling Laws of Synthetic Images for Model Training ... for Now}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30215},
}

@inproceedings{neurips2023_optimizing_67257,
  title = {{Optimizing Prompts for Text-to-Image Generation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72460},
}

@inproceedings{cvpr2024_enhance_23366,
  title = {{Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31002},
}

@inproceedings{aaai2020_reinforcing_101274,
  title = {{Reinforcing an Image Caption Generator Using Off-Line Human Feedback}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5655},
}

@inproceedings{aaai2024_a_5052,
  title = {{A Picture Is Worth a Thousand Words: Co-designing Text-to-Image Generation Learning Materials for K-12 with Educators}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30373},
}

@inproceedings{aaai2025_llm4gen_9679,
  title = {{LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32588},
}

@inproceedings{neurips2023_holistic_69576,
  title = {{Holistic Evaluation of Text-to-Image Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/73453},
}

@inproceedings{cvpr2024_tailored_24953,
  title = {{Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29918},
}

@inproceedings{aaai2025_perception_10281,
  title = {{Perception-Guided Jailbreak Against Text-to-Image Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34821},
}

@inproceedings{cvpr2024_discriminative_23227,
  title = {{Discriminative Probing and Tuning 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/30590},
}

@inproceedings{neurips2024_reno_71779,
  title = {{ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95513},
}

@inproceedings{neurips2022_mutual_66344,
  title = {{Mutual Information Divergence: A Unified Metric for Multimodal Generative Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/55019},
}

@inproceedings{neurips2024_guardt2i_71262,
  title = {{GuardT2I: Defending Text-to-Image Models from Adversarial Prompts}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95982},
}

@inproceedings{cvpr2025_dreamomni_26002,
  title = {{DreamOmni: Unified Image Generation and Editing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34577},
}

@inproceedings{neurips2024_beyond_70403,
  title = {{Beyond Aesthetics: Cultural Competence in Text-to-Image Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97855},
}

@inproceedings{neurips2025_ultrahr_76635,
  title = {{UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=LVRGLn1Ejj},
}

@inproceedings{icml2024_not_44800,
  title = {{Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33652},
}

@inproceedings{aaai2026_evalmuse_100718,
  title = {{EvalMuse-40K: A Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Alignment Evaluation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/42458},
}

@inproceedings{cvpr2025_adapting_25437,
  title = {{Adapting Text-to-Image Generation with Feature Difference Instruction for Generic Image Restoration}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34792},
}

@inproceedings{cvpr2025_science_27594,
  title = {{Science-T2I: Addressing Scientific Illusions in Image Synthesis}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32707},
}