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Building on the success of text-to-image diffusion models (DPMs), image editing is an important application to enable human interaction with AI-generated content.
Plug-and-play diffusion features for text-driven image-to-image translation
Tumanyan, N.; Geyer, M.; Bagon, S.; and Dekel, T. 2023 · 1930
Earlier work this paper cites.
Denoising diffusion implicit models
Song, J.; Meng, C.; and Ermon, S. 2020 · 2010
Earlier work this paper cites.
Sdedit: Guided image synthesis and editing with stochastic differential equations
Meng, C.; He, Y.; Song, Y.; Song, J.; Wu, J.; Zhu, J.-Y.; and Ermon, S. 2021 · 2021
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Glide: Towards photorealistic image generation and editing with text-guided diffusion models
Nichol, A.; Dhariwal, P.; Ramesh, A.; Shyam, P.; Mishkin, P.; McGrew, B.; Sutskever, I.; and Chen, M. 2021 · 2021
Earlier work this paper cites.
Learning transferable visual models from natural language supervision
Radford, A.; Kim, J. W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al. 2021 · 2021
Earlier work this paper cites.
Masked-attention mask transformer for universal image segmentation
Cheng, B.; Misra, I.; Schwing, A. G.; Kirillov, A.; and Girdhar, R. 2022 · 2022
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An image is worth one word: Personalizing text-to-image generation using textual inversion
Gal, R.; Alaluf, Y.; Atzmon, Y.; Patashnik, O.; Bermano, A. H.; Chechik, G.; and Cohen-Or, D. 2022 · 2022
Earlier work this paper cites.
Prompt-to-prompt image editing with cross attention control
Hertz, A.; Mokady, R.; Tenenbaum, J.; Aberman, K.; Pritch, Y.; and Cohen-Or, D. 2022 · 2022
Earlier work this paper cites.
What the daam: Interpreting stable diffusion using cross attention
Tang, R.; Liu, L.; Pandey, A.; Jiang, Z.; Yang, G.; Kumar, K.; Stenetorp, P.; Lin, J.; and Ture, F. 2022 · 2022
Earlier work this paper cites.
Dccf: Deep comprehensible color filter learning framework for high-resolution image harmonization
Xue, B.; Ran, S.; Chen, Q.; Jia, R.; Zhao, B.; and Tang, X. 2022 · 2022
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Blended latent diffusion
Avrahami, O.; Fried, O.; and Lischinski, D. 2023 · 2023
Cited alongside, same era.
Instructpix2pix: Learning to follow image editing instructions
Brooks, T.; Holynski, A.; and Efros, A. A. 2023 · 2023
Cited alongside, same era.
Anydoor: Zero-shot object-level image customization
Chen, X.; Huang, L.; Liu, Y.; Shen, Y.; Zhao, D.; and Zhao, H. 2023 · 2023
Cited alongside, same era.
An Edit Friendly DDPM Noise Space: Inversion and Manipulations
Huberman-Spiegelglas, I.; Kulikov, V.; and Michaeli, T. 2023 · 2023
Cited alongside, same era.
Imagic: Text-based real image editing with diffusion models
Kawar, B.; Zada, S.; Lang, O.; Tov, O.; Chang, H.; Dekel, T.; Mosseri, I.; and Irani, M. 2023 · 2023
Cited alongside, same era.
Zero-shot image-to-image translation
Parmar, G.; Kumar Singh, K.; Zhang, R.; Li, Y.; Lu, J.; and Zhu, J.-Y. 2023 · 2023
Later among the works it cites.
Sdxl: Improving latent diffusion models for high-resolution image synthesis
Podell, D.; English, Z.; Lacey, K.; Blattmann, A.; Dockhorn, T.; Müller, J.; Penna, J.; and Rombach, R. 2023 · 2023
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Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation
Ruiz, N.; Li, Y.; Jampani, V.; Pritch, Y.; Rubinstein, M.; and Aberman, K. 2023 · 2023
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Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models
Shen, F.; Ye, H.; Zhang, J.; Wang, C.; Han, X.; and Yang, W. 2023 · 2023
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DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing
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Liu, S.; Zeng, Z.; Ren, T.; Li, F.; Zhang, H.; Yang, J.; Li, C.; Yang, J.; Su, H.; Zhu, J.; et al. 2023 · 2023
Cited alongside, same era.
Tf-icon: Diffusion-based training-free cross-domain image composition
Lu, S.; Liu, Y.; and Kong, A. W.-K. 2023 · 2023
Cited alongside, same era.
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models
Miyake, D.; Iohara, A.; Saito, Y.; and Tanaka, T. 2023 · 2023
Cited alongside, same era.
Null-text inversion for editing real images using guided diffusion models
Mokady, R.; Hertz, A.; Aberman, K.; Pritch, Y.; and Cohen-Or, D. 2023 · 2023
Cited alongside, same era.
Dragondiffusion: Enabling drag-style manipulation on diffusion models
Mou, C.; Wang, X.; Song, J.; Shan, Y.; and Zhang, J. 2023 · 2023
Cited alongside, same era.
Shi, Y.; Xue, C.; Pan, J.; Zhang, W.; Tan, V. Y.; and Bai, S. 2023 · 2023
Later among the works it cites.
Emergent Correspondence from Image Diffusion
Tang, L.; Jia, M.; Wang, Q.; Phoo, C. P.; and Hariharan, B. 2023 · 2023
Later among the works it cites.
Edict: Exact diffusion inversion via coupled transformations
Wallace, B.; Gokul, A.; and Naik, N. 2023 · 2023
Later among the works it cites.
Paint by example: Exemplar-based image editing with diffusion models
Yang, B.; Gu, S.; Zhang, B.; Zhang, T.; Chen, X.; Sun, X.; Chen, D.; and Wen, F. 2023 · 2023
Later among the works it cites.
Adding conditional control to text-to-image diffusion models
Zhang, L.; Rao, A.; and Agrawala, M. 2023 · 2023
Later among the works it cites.
Sine: Single image editing with text-to-image diffusion models
Zhang, Z.; Han, L.; Ghosh, A.; Metaxas, D. N.; and Ren, J. 2023 · 2023
Later among the works it cites.