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Design Guidelines for Prompt Engineering Text-to-Image Generative Models

14 September 2021

Papers citing "Design Guidelines for Prompt Engineering Text-to-Image Generative Models"

48 / 198 papers shown

Title
Prompt Evolution for Generative AI: A Classifier-Guided Approach Melvin Wong Yew-Soon Ong Abhishek Gupta K. Bali Caishun Chen 84 14 0 24 May 2023
I Spy a Metaphor: Large Language Models and Diffusion Models Co-Create Visual Metaphors Tuhin Chakrabarty Arkadiy Saakyan Olivia Winn Artemis Panagopoulou Yue Yang Marianna Apidianaki Smaranda Muresan DiffM 76 44 0 24 May 2023
Vision + Language Applications: A Survey Yutong Zhou N. Shimada VLM 122 7 0 24 May 2023
Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models Y. Qu Xinyue Shen Xinlei He Michael Backes Savvas Zannettou Yang Zhang 71 124 0 23 May 2023
Graphologue: Exploring Large Language Model Responses with Interactive Diagrams Peiling Jiang Jude Rayan Steven W. Dow Haijun Xia 95 111 0 19 May 2023
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion Seongmin Lee Benjamin Hoover Hendrik Strobelt Zijie J. Wang Sheng-Hsuan Peng Austin P. Wright Kevin Wenliang Li Haekyu Park Haoyang Yang Duen Horng Chau 67 23 0 04 May 2023
Multimodal Procedural Planning via Dual Text-Image Prompting Yujie Lu Pan Lu Zhiyu Zoey Chen Wanrong Zhu Xinze Wang William Yang Wang LM&Ro 130 45 0 02 May 2023
Prompt Engineering for Healthcare: Methodologies and Applications Jiaqi Wang Enze Shi Sigang Yu Zihao Wu Chong Ma ... Dajiang Zhu Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang LM&MA 131 115 0 28 Apr 2023
Generating images of rare concepts using pre-trained diffusion models Dvir Samuel Rami Ben-Ari Simon Raviv N. Darshan Gal Chechik 243 45 0 27 Apr 2023
A Portrait of Emotion: Empowering Self-Expression through AI-Generated Art Y. Lee Yongha Park S. Hahn 81 5 0 26 Apr 2023
Promptify: Text-to-Image Generation through Interactive Prompt Exploration with Large Language Models Stephen Brade Bryan Wang Maurício Sousa Sageev Oore Tovi Grossman MLLM DiffM 79 98 0 18 Apr 2023
Generative Disco: Text-to-Video Generation for Music Visualization Vivian Liu Tao Long Nathan Raw Lydia B. Chilton VGen 66 34 0 17 Apr 2023
What if we have Meta GPT? From Content Singularity to Human-Metaverse Interaction in AIGC Era Lik-Hang Lee Pengyuan Zhou Chaoning Zhang S. Hosio 73 3 0 15 Apr 2023
Just Tell Me: Prompt Engineering in Business Process Management Kiran Busch Alexander Rochlitzer Diana Sola Henrik Leopold 94 29 0 14 Apr 2023
HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation Xu Ju Ailing Zeng Chenchen Zhao Jianan Wang Lei Zhang Qian Xu DiffM 80 93 0 09 Apr 2023
Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering J. Oppenlaender Rhema Linder Johanna M. Silvennoinen 80 88 0 13 Mar 2023
A Prompt Log Analysis of Text-to-Image Generation Systems Yutong Xie Zhaoying Pan Jing Ma Jie Luo Qiaozhu Mei DiffM 166 43 0 08 Mar 2023
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language Philipp Seidl Andreu Vall Sepp Hochreiter Günter Klambauer 144 41 0 06 Mar 2023
Let's have a chat! A Conversation with ChatGPT: Technology, Applications, and Limitations Sakib Shahriar Kadhim Hayawi AI4MH 62 112 0 27 Feb 2023
A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT Jules White Quchen Fu Sam Hays Michael Sandborn Carlos Olea Henry Gilbert Ashraf Elnashar Jesse Spencer-Smith Douglas C. Schmidt LLMAG 205 1,135 0 21 Feb 2023
Prompt Stealing Attacks Against Text-to-Image Generation Models Xinyue Shen Y. Qu Michael Backes Yang Zhang 83 38 0 20 Feb 2023
Affect-Conditioned Image Generation F. Ibarrola R. Lulham Kazjon Grace DiffM 67 4 0 20 Feb 2023
RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressions Yunlong Wang Shuyuan Shen Brian Y. Lim 94 96 0 19 Feb 2023
Grimm in Wonderland: Prompt Engineering with Midjourney to Illustrate Fairytales Martin Ruskov DiffM 72 17 0 17 Feb 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models Chong Mou Xintao Wang Liangbin Xie Yanze Wu Shuai Liu Zhongang Qi Ying Shan Xiaohu Qie DiffM 191 1,038 0 16 Feb 2023
Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models Hyeonho Jeong Gihyun Kwon Jong Chul Ye 77 24 0 08 Feb 2023
Conversation Regression Testing: A Design Technique for Prototyping Generalizable Prompt Strategies for Pre-trained Language Models J.D. Zamfirescu-Pereira Bjoern Hartmann Qian Yang 40 2 0 06 Feb 2023
Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search? Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon 127 178 0 03 Feb 2023
Fixing Hardware Security Bugs with Large Language Models Baleegh Ahmad Shailja Thakur Benjamin Tan Ramesh Karri Hammond Pearce 94 48 0 02 Feb 2023
Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models Hila Chefer Yuval Alaluf Yael Vinker Lior Wolf Daniel Cohen-Or DiffM 208 520 0 31 Jan 2023
Towards Equitable Representation in Text-to-Image Synthesis Models with the Cross-Cultural Understanding Benchmark (CCUB) Dataset Zhixuan Liu Y. Shin Beverley-Claire Okogwu Youngsik Yun Lia Coleman Peter Schaldenbrand Jihie Kim Jean Oh 65 14 0 28 Jan 2023
Using Large Text-to-Image Models with Structured Prompts for Skin Disease Identification: A Case Study Sajith Rajapaksa Jean M. Uwabeza Vianney Renell Castro Farzad Khalvati Shubhra Aich LM&MA 38 1 0 17 Jan 2023
Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data Jing Wei Sungdong Kim Hyunhoon Jung Young-Ho Kim 103 89 0 14 Jan 2023
Toward General Design Principles for Generative AI Applications Justin D. Weisz Michael J. Muller Jessica He Stephanie Houde AI4CE 98 59 0 13 Jan 2023
ANNA: Abstractive Text-to-Image Synthesis with Filtered News Captions Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 108 6 0 05 Jan 2023
Crowd Score: A Method for the Evaluation of Jokes using Large Language Model AI Voters as Judges Fabrício Góes Zisen Zhou Piotr Sawicki M. Grzes Daniel Brown 55 10 0 21 Dec 2022
Optimizing Prompts for Text-to-Image Generation Y. Hao Zewen Chi Li Dong Furu Wei 125 152 0 19 Dec 2022
The Infinite Index: Information Retrieval on Generative Text-To-Image Models Niklas Deckers Maik Fröbe Johannes Kiesel G. Pandolfo Christopher Schröder Benno Stein Martin Potthast DiffM 91 16 0 14 Dec 2022
Invariant Learning via Diffusion Dreamed Distribution Shifts Priyatham Kattakinda Alexander Levine Soheil Feizi DiffM 62 10 0 18 Nov 2022
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models Zijie J. Wang Evan Montoya David Munechika Haoyang Yang Benjamin Hoover Duen Horng Chau 145 305 0 26 Oct 2022
3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows Vivian Liu Jo Vermeulen G. Fitzmaurice Justin Matejka HAI 88 126 0 20 Oct 2022
Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works Hyung-Kwon Ko Gwanmo Park Hyeon Jeon Jaemin Jo Juho Kim Jinwook Seo 107 142 0 16 Oct 2022
Best Prompts for Text-to-Image Models and How to Find Them Nikita Pavlichenko Dmitry Ustalov DiffM 85 63 0 23 Sep 2022
Exploring The Design of Prompts For Applying GPT-3 based Chatbots: A Mental Wellbeing Case Study on Mechanical Turk Harsh Kumar Ilya Musabirov Jiakai Shi Adele Lauzon Kwan Kiu Choy Ofek Gross Dana Kulzhabayeva Joseph Jay Williams LLMAG 64 35 0 22 Sep 2022
Decentralized, not Dehumanized in the Metaverse: Bringing Utility to NFTs through Multimodal Interaction Anqi Wang Ze-Feng Gao Lik-Hang Lee Tristan Braud Pan Hui 54 19 0 08 Jun 2022
The Creativity of Text-to-Image Generation J. Oppenlaender 106 204 0 13 May 2022
A Taxonomy of Prompt Modifiers for Text-To-Image Generation J. Oppenlaender 101 107 0 20 Apr 2022
Opal: Multimodal Image Generation for News Illustration Vivian Liu Han Qiao Lydia B. Chilton 120 104 0 19 Apr 2022