% Key papers for Reconstruction-based diffusion image detection (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2023_diffusion_20796, title = {{Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21082}, } @inproceedings{aaai2024_diffusionedge_5694, title = {{DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28490}, } @inproceedings{cvpr2024_aeroblade_22679, title = {{AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29888}, } @inproceedings{cvpr2024_lare_23911, title = {{LaRE^2: Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31012}, } @inproceedings{cvpr2024_diffforensics_23180, title = {{DiffForensics: Leveraging Diffusion Prior to Image Forgery Detection and Localization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29845}, } @inproceedings{cvpr2025_dual_26024, title = {{Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33427}, } @inproceedings{icml2021_improved_39447, title = {{Improved Contrastive Divergence Training of Energy-Based Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/10055}, } @inproceedings{cvpr2024_action_22705, title = {{Action Detection via an Image Diffusion Process}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29406}, } @inproceedings{neurips2023_dream_69755, title = {{Dream the Impossible: Outlier Imagination with Diffusion Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70185}, } @inproceedings{cvpr2025_correcting_25784, title = {{Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33146}, } @inproceedings{cvpr2025_fire_26214, title = {{FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33018}, } @inproceedings{cvpr2025_opensdi_27160, title = {{OpenSDI: Spotting Diffusion-Generated Images in the Open World}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33201}, } @inproceedings{neurips2024_out_74221, title = {{Out-of-Distribution Detection with a Single Unconditional Diffusion Model}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93332}, } @inproceedings{cvpr2025_a_25376, title = {{A Unified Latent Schrodinger Bridge Diffusion Model for Unsupervised Anomaly Detection and Localization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32926}, } @inproceedings{aaai2025_dzad_8630, title = {{DZAD: Diffusion-based Zero-shot Anomaly Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33099}, } @inproceedings{aaai2025_omnimark_10161, title = {{OmniMark: Efficient and Scalable Latent Diffusion Model Fingerprinting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33818}, } @inproceedings{icml2023_unsupervised_41969, title = {{Unsupervised Out-of-Distribution Detection with Diffusion Inpainting}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2023}, url = {https://icml.cc/virtual/2023/poster/23466}, } @inproceedings{neurips2023_energy_66803, title = {{Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/72834}, } @inproceedings{aaai2025_diffusion_8744, title = {{Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33427}, } @inproceedings{cvpr2024_cgi_22910, title = {{CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31090}, } @inproceedings{cvpr2025_cdi_25646, title = {{CDI: Copyrighted Data Identification in Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34687}, } @inproceedings{aaai2026_explainable_104871, title = {{Explainable Synthetic Image Detection Through Diffusion Timestep Ensembling}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38060}, } @inproceedings{aaai2025_diffusion_8740, title = {{Diffusion Models for Attribution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32226}, } @inproceedings{cvpr2025_nearly_27057, title = {{Nearly Zero-Cost Protection Against Mimicry by Personalized Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33351}, } @inproceedings{icml2025_towards_47495, title = {{Towards Black-Box Membership Inference Attack for Diffusion Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45100}, }