% Key papers for Inference-time T2I improvement (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{neurips2022_photorealistic_63686, title = {{Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55018}, } @inproceedings{cvpr2023_safe_22122, title = {{Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22038}, } @inproceedings{cvpr2024_mma_24067, title = {{MMA-Diffusion: MultiModal Attack on Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31807}, } @inproceedings{cvpr2024_fakeinversion_23452, title = {{FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29309}, } @inproceedings{cvpr2024_wouaf_25262, title = {{WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31472}, } @inproceedings{cvpr2024_initno_23802, title = {{InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29322}, } @inproceedings{aaai2024_altdiffusion_5164, title = {{AltDiffusion: A Multilingual Text-to-Image Diffusion Model}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28487}, } @inproceedings{cvpr2024_dynamic_23296, title = {{Dynamic Prompt Optimizing 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/29217}, } @inproceedings{iclr2024_training_34642, title = {{Training Diffusion Models with Reinforcement Learning}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18432}, } @inproceedings{cvpr2024_prompting_24539, title = {{Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29574}, } @inproceedings{cvpr2024_exploiting_23407, title = {{Exploiting Diffusion Prior for Generalizable Dense Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31609}, } @inproceedings{cvpr2025_sleepermark_27692, title = {{SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33491}, } @inproceedings{cvpr2024_towards_25049, title = {{Towards Memorization-Free Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30545}, } @inproceedings{cvpr2024_on_24349, title = {{On the Scalability of Diffusion-based 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/31151}, } @inproceedings{neurips2023_stable_69745, title = {{Stable Diffusion is Unstable}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70194}, } @inproceedings{iclr2024_navigating_35589, title = {{Navigating Text-To-Image Customization: From LyCORIS Fine-Tuning to Model Evaluation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17484}, } @inproceedings{cvpr2025_towards_27894, title = {{Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35241}, } @inproceedings{neurips2023_real_69774, title = {{Real-World Image Variation by Aligning Diffusion Inversion Chain}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70168}, } @inproceedings{cvpr2024_commoncanvas_22997, title = {{CommonCanvas: Open Diffusion Models Trained on Creative-Commons Images}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29446}, } @inproceedings{cvpr2024_eclipse_23302, title = {{ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30613}, } @inproceedings{cvpr2024_flasheval_23480, title = {{FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31294}, } @inproceedings{cvpr2025_enhancing_26135, title = {{Enhancing Creative Generation on Stable Diffusion-based Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33652}, } @inproceedings{neurips2024_self_74002, title = {{Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93517}, } @inproceedings{cvpr2025_learning_26765, title = {{Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35247}, }