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"

50 / 52 papers shown

Title
An Initial Exploration of Default Images in Text-to-Image Generation Hannu Simonen Atte Kiviniemi Jonas Oppenlaender VLM 23 0 0 14 May 2025
PromptIQ: Who Cares About Prompts? Let System Handle It -- A Component-Aware Framework for T2I Generation Nisan Chhetri Arpan Sainju 23 0 0 09 May 2025
Using customized GPT to develop prompting proficiency in architectural AI-generated images Juan David Salazar Rodriguez Sam Conrad Joyce Julfendi Julfendi AI4CE 26 0 0 16 Apr 2025
IPGO: Indirect Prompt Gradient Optimization for Parameter-Efficient Prompt-level Fine-Tuning on Text-to-Image Models Jianping Ye Michel Wedel Kunpeng Zhang 42 0 0 25 Mar 2025
PromptMap: An Alternative Interaction Style for AI-Based Image Generation Krzysztof Adamkiewicz Paweł W. Woźniak Julia Dominiak Andrzej Romanowski Jakob Karolus Stanislav Frolov 67 1 0 12 Mar 2025
Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement Suchae Jeong Inseong Choi Youngsik Yun Jihie Kim DiffM 44 2 0 24 Feb 2025
Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation Ahmad Süleyman Göksel Biricik 52 2 0 15 Jan 2025
Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models Yongyu Mu Hengyu Li Jiadong Wang Xiaoxuan Zhou Chenglong Wang Yingfeng Luo Qiaozhi He Tong Xiao Guocheng Chen Jingbo Zhu MLLM 44 0 0 13 Jan 2025
EBDM: Exemplar-guided Image Translation with Brownian-bridge Diffusion Models Eungbean Lee Somi Jeong Kwanghoon Sohn DiffM 30 1 0 13 Oct 2024
Visualizationary: Automating Design Feedback for Visualization Designers using LLMs Sungbok Shin Sanghyun Hong Niklas Elmqvist 32 0 0 19 Sep 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 45 12 0 11 Sep 2024
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting Liyao Jiang Negar Hassanpour Mohammad Salameh Mohan Sai Singamsetti Fengyu Sun Wei Lu Di Niu DiffM 85 1 0 21 Aug 2024
StoryDiffusion: How to Support UX Storyboarding With Generative-AI Zhaohui Liang Xiaoyu Zhang Kevin Ma Zhao Liu Xipei Ren K. Goucher-Lambert Can Liu DiffM 40 6 0 10 Jul 2024
Prompt Refinement with Image Pivot for Text-to-Image Generation Jingtao Zhan Qingyao Ai Yiqun Liu Yingwei Pan Ting Yao Jiaxin Mao Shaoping Ma Tao Mei EGVM 30 4 0 28 Jun 2024
Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement Zhiyuan Chang Mingyang Li Junjie Wang Yi Liu Qing Wang Yang Liu DiffM 26 1 0 24 Jun 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 75 0 0 31 May 2024
Detection and Positive Reconstruction of Cognitive Distortion sentences: Mandarin Dataset and Evaluation Shuya Lin Yuxiong Wang Jonathan Dong Shiguang Ni 37 1 0 24 May 2024
Boosting Architectural Generation via Prompts: Report Xin Zhang Wenwen Liu AI4CE 32 1 0 24 Apr 2024
Helpful or Harmful? Exploring the Efficacy of Large Language Models for Online Grooming Prevention Ellie Prosser Matthew Edwards 32 6 0 14 Mar 2024
HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances Supreeth Narasimhaswamy Uttaran Bhattacharya Xiang Chen Ishita Dasgupta Saayan Mitra Minh Hoai DiffM 26 24 0 04 Mar 2024
Keyframer: Empowering Animation Design using Large Language Models Tiffany Tseng Ruijia Cheng Jeffrey Nichols VGen AI4CE 18 7 0 08 Feb 2024
An Early Categorization of Prompt Injection Attacks on Large Language Models Sippo Rossi Alisia Marianne Michel R. Mukkamala J. Thatcher SILM AAML 26 16 0 31 Jan 2024
IntentTuner: An Interactive Framework for Integrating Human Intents in Fine-tuning Text-to-Image Generative Models Xingchen Zeng Ziyao Gao Yilin Ye Wei Zeng 20 12 0 28 Jan 2024
Understanding the Role of Large Language Models in Personalizing and Scaffolding Strategies to Combat Academic Procrastination Ananya Bhattacharjee Yuchen Zeng Sarah Yi Xu Dana Kulzhabayeva Minyi Ma ... A. Mariakakis Mary P Czerwinski Anastasia Kuzminykh Michael Liut Joseph Jay Williams AI4Ed 24 25 0 21 Dec 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Frobe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 37 11 0 08 Nov 2023
Prompting for Discovery: Flexible Sense-Making for AI Art-Making with Dreamsheets Shm Garanganao J.D. Zamfirescu-Pereira Kyu Won Kim Mani Rathnam Bjoern Hartmann 37 29 0 15 Oct 2023
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets Neng Wang Hongyang Yang Chris Wang 24 44 0 07 Oct 2023
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator Hanzhuo Huang Yufan Feng Cheng Shi Lan Xu Jingyi Yu Sibei Yang DiffM VGen 23 64 0 25 Sep 2023
Exploring Perspectives on the Impact of Artificial Intelligence on the Creativity of Knowledge Work: Beyond Mechanised Plagiarism and Stochastic Parrots Advait Sarkar 32 31 0 20 Jul 2023
Prompt Evolution for Generative AI: A Classifier-Guided Approach Melvin Wong Yew-Soon Ong Abhishek Gupta K. Bali Caishun Chen 21 14 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 21 106 0 23 May 2023
A Portrait of Emotion: Empowering Self-Expression through AI-Generated Art Y. Lee Yongha Park S. Hahn 19 3 0 26 Apr 2023
Just Tell Me: Prompt Engineering in Business Process Management Kiran Busch Alexander Rochlitzer Diana Sola Henrik Leopold 28 29 0 14 Apr 2023
Let's have a chat! A Conversation with ChatGPT: Technology, Applications, and Limitations Sakib Shahriar Kadhim Hayawi AI4MH 14 107 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 63 1,053 0 21 Feb 2023
Prompt Stealing Attacks Against Text-to-Image Generation Models Xinyue Shen Y. Qu Michael Backes Yang Zhang 30 32 0 20 Feb 2023
Affect-Conditioned Image Generation F. Ibarrola R. Lulham Kazjon Grace DiffM 27 3 0 20 Feb 2023
RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressions Yunlong Wang Shuyuan Shen Brian Y. Lim 36 88 0 19 Feb 2023
Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models Hyeonho Jeong Gihyun Kwon Jong Chul Ye 40 20 0 08 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 73 497 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 25 11 0 28 Jan 2023
Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data Jing Wei Sungdong Kim Hyunhoon Jung Young-Ho Kim 25 82 0 14 Jan 2023
ANNA: Abstractive Text-to-Image Synthesis with Filtered News Captions Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 24 5 0 05 Jan 2023
The Infinite Index: Information Retrieval on Generative Text-To-Image Models Niklas Deckers Maik Frobe Johannes Kiesel G. Pandolfo Christopher Schröder Benno Stein Martin Potthast DiffM 42 16 0 14 Dec 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 26 288 0 26 Oct 2022
3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows Vivian Liu Jo Vermeulen G. Fitzmaurice Justin Matejka HAI 33 117 0 20 Oct 2022
Best Prompts for Text-to-Image Models and How to Find Them Nikita Pavlichenko Dmitry Ustalov DiffM 12 58 0 23 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 28 19 0 08 Jun 2022
The Creativity of Text-to-Image Generation J. Oppenlaender 25 192 0 13 May 2022
A Taxonomy of Prompt Modifiers for Text-To-Image Generation J. Oppenlaender 20 102 0 20 Apr 2022