% Key papers for Inversion-based diffusion editing (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2022_diffusionclip_18667, title = {{DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_rodin_21972, title = {{RODIN: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22698}, } @inproceedings{cvpr2024_dragdiffusion_23262, title = {{DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31643}, } @inproceedings{cvpr2023_edict_20871, title = {{EDICT: Exact Diffusion Inversion via Coupled Transformations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22531}, } @inproceedings{cvpr2024_an_22760, title = {{An Edit Friendly DDPM Noise Space: Inversion and Manipulations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29195}, } @inproceedings{iclr2023_diffedit_31999, title = {{DiffEdit: Diffusion-based semantic image editing with mask guidance}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/11648}, } @inproceedings{cvpr2023_uncovering_22447, title = {{Uncovering the Disentanglement Capability in 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/21055}, } @inproceedings{iclr2023_diffusion_33202, title = {{Diffusion Models Already Have A Semantic Latent Space}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/12014}, } @inproceedings{cvpr2024_diffeditor_23179, title = {{DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31375}, } @inproceedings{aaai2025_dit4edit_8720, title = {{DiT4Edit: Diffusion Transformer for Image Editing}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32304}, } @inproceedings{cvpr2024_diffmorpher_23185, title = {{DiffMorpher: Unleashing the Capability of Diffusion Models for Image Morphing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30093}, } @inproceedings{cvpr2024_matfuse_24119, title = {{MatFuse: Controllable Material Generation with Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30747}, } @inproceedings{iclr2024_dragondiffusion_34324, title = {{DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18751}, } @inproceedings{cvpr2024_smooth_24845, title = {{Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31051}, } @inproceedings{cvpr2024_contrastive_23038, title = {{Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31796}, } @inproceedings{cvpr2024_diffusion_23201, title = {{Diffusion Handles Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31189}, } @inproceedings{cvpr2024_inversion_23839, title = {{Inversion-Free Image Editing with Language-Guided Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29330}, } @inproceedings{cvpr2025_stable_27741, title = {{Stable Flow: Vital Layers for Training-Free Image Editing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34666}, } @inproceedings{cvpr2024_posterior_24499, title = {{Posterior Distillation Sampling}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31411}, } @inproceedings{neurips2022_efficient_64205, title = {{Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55425}, } @inproceedings{cvpr2024_drag_23261, title = {{Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30400}, } @inproceedings{cvpr2024_distraction_23238, title = {{Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30711}, } @inproceedings{cvpr2024_noiseclr_24294, title = {{NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions in Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29534}, } @inproceedings{aaai2024_towards_7589, title = {{Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28622}, } @inproceedings{cvpr2024_easydrag_23319, title = {{EasyDrag: Efficient Point-based Manipulation on Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30720}, } @inproceedings{cvpr2024_move_24196, title = {{Move Anything with Layered Scene Diffusion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30862}, } @inproceedings{iclr2024_pnp_34028, title = {{PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/19047}, }