Merge pull request #17 from carlalorente13/main

Carla Lorente and Linn Bieske - Prompt to prompt

assets/bibliography/2023-11-07-prompt-to-prompt.bib

@@ -1,3 +1,12 @@
+@article{nichol2021glide,
+  title={Glide: Towards photorealistic image generation and editing with text-guided diffusion models},
+  author={Nichol, Alex and Dhariwal, Prafulla and Ramesh, Aditya and Shyam, Pranav and Mishkin, Pamela and McGrew, Bob and Sutskever, Ilya and Chen, Mark},
+  journal={arXiv preprint arXiv:2112.10741},
+  year={2021},
+  url={https://arxiv.org/abs/2112.10741}
+}
+
+
 @article{avrahami2022blendeddiffusion,
   title={Blended latent diffusion},
   author={Avrahami, Omri and Fried, Ohad and Lischinski, Dani},
@@ -6,14 +15,6 @@ @article{avrahami2022blendeddiffusion
   url={https://dl.acm.org/doi/abs/10.1145/3592450}
 }
 
-@inproceedings{avrahami2022blended,
-  title={Blended diffusion for text-driven editing of natural images},
-  author={Avrahami, Omri and Lischinski, Dani and Fried, Ohad},
-  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
-  pages={18208--18218},
-  year={2022b},
-  url={https://openaccess.thecvf.com/content/CVPR2022/html/Avrahami_Blended_Diffusion_for_Text-Driven_Editing_of_Natural_Images_CVPR_2022_paper.html}
-}
 
 @article{hertz2022prompttoprompt,
   title={Prompt-to-prompt image editing with cross attention control},
@@ -23,12 +24,84 @@ @article{hertz2022prompttoprompt
   url={https://arxiv.org/abs/2208.01626}
 }
 
-@article{nichol2021glide,
-  title={Glide: Towards photorealistic image generation and editing with text-guided diffusion models},
-  author={Nichol, Alex and Dhariwal, Prafulla and Ramesh, Aditya and Shyam, Pranav and Mishkin, Pamela and McGrew, Bob and Sutskever, Ilya and Chen, Mark},
-  journal={arXiv preprint arXiv:2112.10741},
-  year={2021},
-  url={https://arxiv.org/abs/2112.10741}
+### Part 1:Take an image, add noise and denoise it with a prompt 
+
+@article{meng2021sdedit,
+  title={Sdedit: Guided image synthesis and editing with stochastic differential equations},
+  author={Meng, Chenlin and He, Yutong and Song, Yang and Song, Jiaming and Wu, Jiajun and Zhu, Jun-Yan and Ermon, Stefano},
+  journal={arXiv preprint arXiv:2108.01073},
+  year={2021}
+}
+
+#Magicmix
+@article{liew2022magicmix,
+  title={Magicmix: Semantic mixing with diffusion models},
+  author={Liew, Jun Hao and Yan, Hanshu and Zhou, Daquan and Feng, Jiashi},
+  journal={arXiv preprint arXiv:2210.16056},
+  year={2022}
+}
+
+#### Part 2: Take an image, add noise and denoise it with a prompt + MASK
+
+#Blended Difussion
+@inproceedings{avrahami2022blended,
+  title={Blended diffusion for text-driven editing of natural images},
+  author={Avrahami, Omri and Lischinski, Dani and Fried, Ohad},
+  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
+  pages={18208--18218},
+  year={2022}
+}
+
+#Segmentation CLIPSeg
+@inproceedings{luddecke2022image,
+  title={Image segmentation using text and image prompts},
+  author={L{\"u}ddecke, Timo and Ecker, Alexander},
+  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
+  pages={7086--7096},
+  year={2022}
+}
+
+#DiffEdit
+@article{couairon2022diffedit,
+  title={Diffedit: Diffusion-based semantic image editing with mask guidance},
+  author={Couairon, Guillaume and Verbeek, Jakob and Schwenk, Holger and Cord, Matthieu},
+  journal={arXiv preprint arXiv:2210.11427},
+  year={2022}
+}
+
+##### Part 3: Fine-tune (“ovefit”) on a single image and then generate with the fine-tuned model
+
+# Imagic
+@inproceedings{kawar2023imagic,
+  title={Imagic: Text-based real image editing with diffusion models},
+  author={Kawar, Bahjat and Zada, Shiran and Lang, Oran and Tov, Omer and Chang, Huiwen and Dekel, Tali and Mosseri, Inbar and Irani, Michal},
+  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
+  pages={6007--6017},
+  year={2023}
+}
+
+# Unitune
+@article{valevski2023unitune,
+  title={Unitune: Text-driven image editing by fine tuning a diffusion model on a single image},
+  author={Valevski, Dani and Kalman, Matan and Molad, Eyal and Segalis, Eyal and Matias, Yossi and Leviathan, Yaniv},
+  journal={ACM Transactions on Graphics (TOG)},
+  volume={42},
+  number={4},
+  pages={1--10},
+  year={2023},
+  publisher={ACM New York, NY, USA}
+} 
+
+
+
+#######################################################################################################################
+@inproceedings{avrahami2022blended,
+  title={Blended diffusion for text-driven editing of natural images},
+  author={Avrahami, Omri and Lischinski, Dani and Fried, Ohad},
+  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
+  pages={18208--18218},
+  year={2022b},
+  url={https://openaccess.thecvf.com/content/CVPR2022/html/Avrahami_Blended_Diffusion_for_Text-Driven_Editing_of_Natural_Images_CVPR_2022_paper.html}
 }
 
 @inproceedings{ramesh2021zeroshot,
@@ -40,6 +113,3 @@ @inproceedings{ramesh2021zeroshot
   year={2021},
   url={http://proceedings.mlr.press/v139/ramesh21a.html}
 }
-
-
-<d-cite key="nichol2021glide"></d-cite>