% Key papers for Training-free diffusion acceleration (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2023_on_21757,
  title = {{On Distillation of Guided Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21256},
}

@inproceedings{iclr2022_progressive_31312,
  title = {{Progressive Distillation for Fast Sampling of Diffusion Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6537},
}

@inproceedings{cvpr2024_one_24360,
  title = {{One-step Diffusion with Distribution Matching Distillation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30815},
}

@inproceedings{iclr2022_tackling_31136,
  title = {{Tackling the Generative Learning Trilemma with Denoising Diffusion GANs}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/7183},
}

@inproceedings{cvpr2024_deepcache_23133,
  title = {{DeepCache: Accelerating Diffusion Models for Free}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29695},
}

@inproceedings{cvpr2024_freeu_23511,
  title = {{FreeU: Free Lunch in Diffusion U-Net}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31136},
}

@inproceedings{cvpr2023_wavelet_22557,
  title = {{Wavelet Diffusion Models Are Fast and Scalable Image Generators}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21200},
}

@inproceedings{cvpr2024_analyzing_22766,
  title = {{Analyzing and Improving the Training Dynamics of Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31235},
}

@inproceedings{aaai2019_efficient_103542,
  title = {{Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4941},
}

@inproceedings{cvpr2024_distrifusion_23239,
  title = {{DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30271},
}

@inproceedings{cvpr2024_cache_22942,
  title = {{Cache Me if You Can: Accelerating Diffusion Models through Block Caching}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30741},
}

@inproceedings{neurips2023_unipc_69117,
  title = {{UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/70766},
}

@inproceedings{neurips2023_patch_69167,
  title = {{Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/70717},
}

@inproceedings{icml2023_consistency_41908,
  title = {{Consistency Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/24593},
}

@inproceedings{neurips2023_structural_68802,
  title = {{Structural Pruning for Diffusion Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/71049},
}

@inproceedings{iclr2024_instaflow_33500,
  title = {{InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19575},
}

@inproceedings{cvpr2025_efficient_26093,
  title = {{Efficient Diffusion as Low Light Enhancer}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32673},
}

@inproceedings{cvpr2025_q_27332,
  title = {{Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34979},
}

@inproceedings{aaai2025_flash_9204,
  title = {{Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33722},
}

@inproceedings{cvpr2024_codi_22981,
  title = {{CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29442},
}

@inproceedings{cvpr2025_rad_27346,
  title = {{RAD: Region-Aware Diffusion Models for Image Inpainting}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33149},
}

@inproceedings{cvpr2024_towards_25028,
  title = {{Towards Accurate Post-training Quantization for Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29353},
}

@inproceedings{aaai2024_multi_6682,
  title = {{Multi-Architecture Multi-Expert Diffusion Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29245},
}

@inproceedings{aaai2025_training_11095,
  title = {{Training-Free and Hardware-Friendly Acceleration for Diffusion Models via Similarity-based Token Pruning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33071},
}

@inproceedings{cvpr2024_improving_23782,
  title = {{Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30349},
}

@inproceedings{cvpr2024_few_23469,
  title = {{Few-shot Learner Parameterization by Diffusion Time-steps}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31685},
}

@inproceedings{cvpr2024_plug_24476,
  title = {{Plug-and-Play Diffusion Distillation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29783},
}

@inproceedings{cvpr2024_tackling_24951,
  title = {{Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31763},
}

@inproceedings{cvpr2024_towards_25051,
  title = {{Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29381},
}