A Taxonomy of Prompt Modifiers for Text-To-Image Generation

20 April 2022

Papers citing "A Taxonomy of Prompt Modifiers for Text-To-Image Generation"

47 / 47 papers shown

Title
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
Can Large Language Models Unveil the Mysteries? An Exploration of Their Ability to Unlock Information in Complex Scenarios Chao Wang Luning Zhang Ziyi Wang Yang Zhou ELM VLM LRM 60 1 0 27 Feb 2025
Foundations of GenIR Qingyao Ai Jingtao Zhan Yong-Jin Liu 51 0 0 06 Jan 2025
PhDGPT: Introducing a psychometric and linguistic dataset about how large language models perceive graduate students and professors in psychology Edoardo Sebastiano De Duro Enrique Taietta Riccardo Improta Massimo Stella AI4CE 43 0 0 06 Nov 2024
Exploring Prompt Engineering: A Systematic Review with SWOT Analysis Aditi Singh Abul Ehtesham Gaurav Kumar Gupta Nikhil Kumar Chatta Saket Kumar T. T. Khoei 30 1 0 09 Oct 2024
Patterns of Creativity: How User Input Shapes AI-Generated Visual Diversity Maria-Teresa De Rosa Palmini Eva Cetinic 28 3 0 09 Oct 2024
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM Nianjun Zhou Dhaval Patel Shuxin Lin Fearghal O'Donncha 43 2 0 26 Jul 2024
CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models Teodor Chiaburu Frank Haußer Felix Bießmann 45 4 0 23 Apr 2024
Iteratively Prompting Multimodal LLMs to Reproduce Natural and AI-Generated Images Ali Naseh Katherine Thai Mohit Iyyer Amir Houmansadr 47 5 0 21 Apr 2024
Dynamic Prompt Optimizing for Text-to-Image Generation Wenyi Mo Tianyu Zhang Yalong Bai Bing-Huang Su Ji-Rong Wen Qing Yang 30 9 0 05 Apr 2024
PrompTHis: Visualizing the Process and Influence of Prompt Editing during Text-to-Image Creation Yuhan Guo Hanning Shao Can Liu Kai Xu Xiaoru Yuan DiffM 27 10 0 14 Mar 2024
SCAPE: Searching Conceptual Architecture Prompts using Evolution Soo Ling Lim Peter J Bentley Fuyuki Ishikawa 21 3 0 31 Jan 2024
Wordflow: Social Prompt Engineering for Large Language Models Zijie J. Wang Aishwarya Chakravarthy David Munechika Duen Horng Chau 33 12 0 25 Jan 2024
Semantic Draw Engineering for Text-to-Image Creation Yang Li Huaqiang Jiang Yangkai Wu 29 1 0 23 Dec 2023
Word Definitions from Large Language Models Yunting Yin Steven Skiena Samuel Kim Yunting Yin Steven Skiena AILaw 35 0 0 10 Nov 2023
Detecting Spurious Correlations via Robust Visual Concepts in Real and AI-Generated Image Classification Preetam Prabhu Srikar Dammu Chirag Shah 37 2 0 03 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 34 29 0 15 Oct 2023
Text-to-Image Generation for Abstract Concepts Jiayi Liao Xu Chen Qiang Fu Lun Du Xiangnan He Xiang Wang Shi Han Dongmei Zhang 39 14 0 26 Sep 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
ID.8: Co-Creating Visual Stories with Generative AI Victor Nikhil Antony Chien-Ming Huang 41 24 0 25 Sep 2023
IteraTTA: An interface for exploring both text prompts and audio priors in generating music with text-to-audio models Hiromu Yakura Masataka Goto 27 2 0 24 Jul 2023
PromptMagician: Interactive Prompt Engineering for Text-to-Image Creation Yingchaojie Feng Xingbo Wang Kamkwai Wong Sijia Wang Yuhong Lu Minfeng Zhu Baicheng Wang Wei Chen DiffM 13 74 0 18 Jul 2023
TIAM -- A Metric for Evaluating Alignment in Text-to-Image Generation P. Grimal Hervé Le Borgne Olivier Ferret Julien Tourille EGVM 42 10 0 11 Jul 2023
Perceptions and Realities of Text-to-Image Generation J. Oppenlaender Johanna M. Silvennoinen Ville Paananen Aku Visuri 19 17 0 14 Jun 2023
Mapping the Challenges of HCI: An Application and Evaluation of ChatGPT and GPT-4 for Mining Insights at Scale Jonas Oppenlaender Joonas Hamalainen 25 6 0 08 Jun 2023
Learning Disentangled Prompts for Compositional Image Synthesis Kihyuk Sohn Albert Eaton Shaw Yuan Hao Han Zhang Luisa F. Polanía Huiwen Chang Lu Jiang Irfan Essa VLM 19 6 0 01 Jun 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
Vision + Language Applications: A Survey Yutong Zhou N. Shimada VLM 30 6 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
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 Li Haekyu Park Haoyang Yang Duen Horng Chau 11 21 0 04 May 2023
Using Text-to-Image Generation for Architectural Design Ideation Ville Paananen J. Oppenlaender Aku Visuri DiffM 30 54 0 20 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 21 82 0 18 Apr 2023
Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering J. Oppenlaender Rhema Linder Johanna M. Silvennoinen 21 73 0 13 Mar 2023
Text-to-Image Generation: Perceptions and Realities J. Oppenlaender Aku Visuri Ville Paananen Rhema Linder Johanna M. Silvennoinen 32 11 0 10 Mar 2023
A Prompt Log Analysis of Text-to-Image Generation Systems Yutong Xie Zhaoying Pan Jing Ma Jie Luo Qiaozhu Mei DiffM 122 40 0 08 Mar 2023
Language Model Crossover: Variation through Few-Shot Prompting Elliot Meyerson M. Nelson Herbie Bradley Adam Gaier Arash Moradi Amy K. Hoover Joel Lehman VLM 34 79 0 23 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
Grimm in Wonderland: Prompt Engineering with Midjourney to Illustrate Fairytales Martin Ruskov DiffM 18 16 0 17 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
Can ChatGPT Write a Good Boolean Query for Systematic Review Literature Search? Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon 22 169 0 03 Feb 2023
Fixing Hardware Security Bugs with Large Language Models Baleegh Ahmad Shailja Thakur Benjamin Tan Ramesh Karri Hammond Pearce 30 43 0 02 Feb 2023
Optimizing Prompts for Text-to-Image Generation Y. Hao Zewen Chi Li Dong Furu Wei 32 140 0 19 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
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers Wenyi Hong Ming Ding Wendi Zheng Xinghan Liu Jie Tang DiffM 254 566 0 29 May 2022
The Creativity of Text-to-Image Generation J. Oppenlaender 25 192 0 13 May 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts Stephen H. Bach Victor Sanh Zheng-Xin Yong Albert Webson Colin Raffel ... Khalid Almubarak Xiangru Tang Dragomir R. Radev Mike Tian-Jian Jiang Alexander M. Rush VLM 225 338 0 02 Feb 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021