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Text-to-image models offer a new level of creative flexibility by allowing users to guide the image generation process through natural language.
Plug-and-play diffusion features for text-driven image-to-image translation. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . 1921–1930
Narek Tumanyan, Michal Geyer, Shai Bagon, and Tali Dekel. 2023 · 1930
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A Threshold Selection Method from Gray-Level Histograms
Nobuyuki Otsu. 1979 · 1979
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Arbitrary style transfer in real-time with adaptive instance normalization. In Proceedings of the IEEE international conference on computer vision . 1501–1510
Xun Huang and Serge Belongie. 2017 · 2017
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Visual Attribute Transfer Through Deep Image Analogy
Jing Liao, Yuan Yao, Lu Yuan, Gang Hua, and Sing Bing Kang. 2017 · 2017
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Structural-analogy from a Single Image Pair
Sagie Benaim, Ron Mokady, Amit Bermano, Daniel Cohen-Or, and Lior Wolf. 2020 · 2020
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CLIPScore: A Reference-free Evaluation Metric for Image Captioning. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , Marie-Francine Moens, Xuanjing Huang, Lucia Specia, and Scott Wen-tau Yih (Eds.). Association for Computational Linguistics, Online and Punta Cana, Dominican Republic, 7514–7528
Jack Hessel, Ari Holtzman, Maxwell Forbes, Ronan Le Bras, and Yejin Choi. 2021 · 2021
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LoRA: Low-Rank Adaptation of Large Language Models
Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, and Weizhu Chen. 2021 · 2021
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eDiff-I: Text-to-Image Diffusion Models with Ensemble of Expert Denoisers
Yogesh Balaji, Seungjun Nah, Xun Huang, Arash Vahdat, Jiaming Song, Karsten Kreis, Miika Aittala, Timo Aila, Samuli Laine, Bryan Catanzaro, Tero Karras, and Ming-Yu Liu. 2022 · 2022
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An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
Rinon Gal, Yuval Alaluf, Yuval Atzmon, Or Patashnik, Amit H. Bermano, Gal Chechik, and Daniel Cohen-Or. 2022 · 2022
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Prompt-to-prompt image editing with cross attention control
Amir Hertz, Ron Mokady, Jay Tenenbaum, Kfir Aberman, Yael Pritch, and Daniel Cohen-Or. 2022 · 2022
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Multi-Concept Customization of Text-to-Image Diffusion
Nupur Kumari, Bingliang Zhang, Richard Zhang, Eli Shechtman, and Jun-Yan Zhu. 2022 · 2022
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DreamBooth: Fine Tuning Text-to-image Diffusion Models for Subject-Driven Generation
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, and Kfir Aberman. 2022 · 2022
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Splicing ViT Features for Semantic Appearance Transfer. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . 10748–10757
Narek Tumanyan, Omer Bar-Tal, Shai Bagon, and Tali Dekel. 2022 · 2022
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Cross-Image Attention for Zero-Shot Appearance Transfer
Yuval Alaluf, Daniel Garibi, Or Patashnik, Hadar Averbuch-Elor, and Daniel Cohen-Or. 2023 · 2023
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Domain-agnostic tuning-encoder for fast personalization of text-to-image models. In SIGGRAPH Asia 2023 Conference Papers . 1–10
Moab Arar, Rinon Gal, Yuval Atzmon, Gal Chechik, Daniel Cohen-Or, Ariel Shamir, and Amit H. Bermano. 2023 · 2023
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Break-A-Scene: Extracting Multiple Concepts from a Single Image. In SIGGRAPH Asia 2023 Conference Papers (, Sydney, NSW, Australia,) (SA ’23) . Association for Computing Machinery, New York, NY, USA, Article 96, 12 pages
Omri Avrahami, Kfir Aberman, Ohad Fried, Daniel Cohen-Or, and Dani Lischinski. 2023a · 2023
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The Chosen One: Consistent Characters in Text-to-Image Diffusion Models
Omri Avrahami, Amir Hertz, Yael Vinker, Moab Arar, Shlomi Fruchter, Ohad Fried, Daniel Cohen-Or, and Dani Lischinski. 2023b · 2023
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MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editing. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) . 22560–22570
Mingdeng Cao, Xintao Wang, Zhongang Qi, Ying Shan, Xiaohu Qie, and Yinqiang Zheng. 2023 · 2023
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Pix2video: Video editing using image diffusion. In Proceedings of the IEEE/CVF International Conference on Computer Vision . 23206–23217
Duygu Ceylan, Chun-Hao P Huang, and Niloy J Mitra. 2023 · 2023
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MagicDance: Realistic Human Dance Video Generation with Motions & Facial Expressions Transfer
Di Chang, Yichun Shi, Quankai Gao, Jessica Fu, Hongyi Xu, Guoxian Song, Qing Yan, Xiao Yang, and Mohammad Soleymani. 2023 · 2023
Cited alongside, same era.
Attend-and-excite: Attention-based semantic guidance for text-to-image diffusion models
Hila Chefer, Yuval Alaluf, Yael Vinker, Lior Wolf, and Daniel Cohen-Or. 2023 · 2023
Cited alongside, same era.
Improved Visual Story Generation with Adaptive Context Modeling
Zhangyin Feng, Yuchen Ren, Xinmiao Yu, Xiaocheng Feng, Duyu Tang, Shuming Shi, and Bing Qin. 2023 · 2023
Cited alongside, same era.
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data. In Thirty-seventh Conference on Neural Information Processing Systems
Stephanie Fu, Netanel Yakir Tamir, Shobhita Sundaram, Lucy Chai, Richard Zhang, Tali Dekel, and Phillip Isola. 2023 · 2023
Cited alongside, same era.
Dragondiffusion: Enabling drag-style manipulation on diffusion models
Chong Mou, Xintao Wang, Jiechong Song, Ying Shan, and Jian Zhang. 2023 · 2023
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Zero-shot image-to-image translation. In ACM SIGGRAPH 2023 Conference Proceedings . 1–11
Gaurav Parmar, Krishna Kumar Singh, Richard Zhang, Yijun Li, Jingwan Lu, and Jun-Yan Zhu. 2023 · 2023
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Localizing Object-level Shape Variations with Text-to-Image Diffusion Models. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)
Or Patashnik, Daniel Garibi, Idan Azuri, Hadar Averbuch-Elor, and Daniel Cohen-Or. 2023 · 2023
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Orthogonal Adaptation for Modular Customization of Diffusion Models
Ryan Po, Guandao Yang, Kfir Aberman, and Gordon Wetzstein. 2023 · 2023
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Rinon Gal, Moab Arar, Yuval Atzmon, Amit H Bermano, Gal Chechik, and Daniel Cohen-Or. 2023 · 2023
Cited alongside, same era.
TokenFlow: Consistent Diffusion Features for Consistent Video Editing
Michal Geyer, Omer Bar-Tal, Shai Bagon, and Tali Dekel. 2023 · 2023
Cited alongside, same era.
TaleCrafter: Interactive Story Visualization with Multiple Characters
Yuan Gong, Youxin Pang, Xiaodong Cun, Menghan Xia, Haoxin Chen, Longyue Wang, Yong Zhang, Xintao Wang, Ying Shan, and Yujiu Yang. 2023 · 2023
Cited alongside, same era.
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models
Yuchao Gu, Xintao Wang, Jay Zhangjie Wu, Yujun Shi, Yunpeng Chen, Zihan Fan, Wuyou Xiao, Rui Zhao, Shuning Chang, Weijia Wu, et al · 2023
Cited alongside, same era.
Unsupervised Semantic Correspondence Using Stable Diffusion
Eric Hedlin, Gopal Sharma, Shweta Mahajan, Hossam Isack, Abhishek Kar, Andrea Tagliasacchi, and Kwang Moo Yi. 2023 · 2023
Cited alongside, same era.
Style Aligned Image Generation via Shared Attention
Amir Hertz, Andrey Voynov, Shlomi Fruchter, and Daniel Cohen-Or. 2023 · 2023
Cited alongside, same era.
Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation
Li Hu, Xin Gao, Peng Zhang, Ke Sun, Bang Zhang, and Liefeng Bo. 2023 · 2023
Cited alongside, same era.
An Edit Friendly DDPM Noise Space: Inversion and Manipulations
Inbar Huberman-Spiegelglas, Vladimir Kulikov, and Tomer Michaeli. 2023 · 2023
Cited alongside, same era.
Chenyang QI, Xiaodong Cun, Yong Zhang, Chenyang Lei, Xintao Wang, Ying Shan, and Qifeng Chen. 2023 · 2023
Later among the works it cites.
ConceptLab: Creative Generation using Diffusion Prior Constraints
Elad Richardson, Kfir Goldberg, Yuval Alaluf, and Daniel Cohen-Or. 2023 · 2023
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Low-rank Adaptation for Fast Text-to-Image Diffusion Fine-tuning
Simo Ryu. 2023 · 2023
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Instantbooth: Personalized text-to-image generation without test-time finetuning
Jing Shi, Wei Xiong, Zhe Lin, and Hyun Joon Jung. 2023 · 2023
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FreeU: Free Lunch in Diffusion U-Net
Chenyang Si, Ziqi Huang, Yuming Jiang, and Ziwei Liu. 2023 · 2023
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Emergent Correspondence from Image Diffusion. In Thirty-seventh Conference on Neural Information Processing Systems
Luming Tang, Menglin Jia, Qianqian Wang, Cheng Perng Phoo, and Bharath Hariharan. 2023 · 2023
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Key-locked rank one editing for text-to-image personalization. In ACM SIGGRAPH 2023 Conference Proceedings . 1–11
Yoad Tewel, Rinon Gal, Gal Chechik, and Yuval Atzmon. 2023 · 2023
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MotionEditor: Editing Video Motion via Content-Aware Diffusion
Shuyuan Tu, Qi Dai, Zhi-Qi Cheng, Han Hu, Xintong Han, Zuxuan Wu, and Yu-Gang Jiang. 2023 · 2023
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ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) . 15943–15953
Yuxiang Wei, Yabo Zhang, Zhilong Ji, Jinfeng Bai, Lei Zhang, and Wangmeng Zuo. 2023 · 2023
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Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation. In Proceedings of the IEEE/CVF International Conference on Computer Vision . 7623–7633
Jay Zhangjie Wu, Yixiao Ge, Xintao Wang, Stan Weixian Lei, Yuchao Gu, Yufei Shi, Wynne Hsu, Ying Shan, Xiaohu Qie, and Mike Zheng Shou. 2023 · 2023
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MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model
Zhongcong Xu, Jianfeng Zhang, Jun Hao Liew, Hanshu Yan, Jia-Wei Liu, Chenxu Zhang, Jiashi Feng, and Mike Zheng Shou. 2023 · 2023
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Ip-adapter: Text compatible image prompt adapter for text-to-image diffusion models
Hu Ye, Jun Zhang, Sibo Liu, Xiao Han, and Wei Yang. 2023 · 2023
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A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence
Junyi Zhang, Charles Herrmann, Junhwa Hur, Luisa Polania Cabrera, Varun Jampani, Deqing Sun, and Ming-Hsuan Yang. 2023a · 2023
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Synthesizing Coherent Story With Auto-Regressive Latent Diffusion Models. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) . 2920–2930
Xichen Pan, Pengda Qin, Yuhong Li, Hui Xue, and Wenhu Chen. 2024 · 2024
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