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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"

50 / 198 papers shown

Title
NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation Shachar Rosenman Vasudev Lal Phillip Howard DiffM 63 5 0 20 Nov 2023
Human Learning by Model Feedback: The Dynamics of Iterative Prompting with Midjourney Shachar Don-Yehiya Leshem Choshen Omri Abend 71 7 0 20 Nov 2023
Intelligent Generation of Graphical Game Assets: A Conceptual Framework and Systematic Review of the State of the Art Kaisei Fukaya Damon Daylamani-Zad Harry Agius 112 2 0 16 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Fröbe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 141 13 0 08 Nov 2023
Will Code Remain a Relevant User Interface for End-User Programming with Generative AI Models? Advait Sarkar 74 19 0 01 Nov 2023
On Measuring Fairness in Generative Models Christopher T. H. Teo Milad Abdollahzadeh Ngai-Man Cheung EGVM 54 5 0 30 Oct 2023
PromptInfuser: How Tightly Coupling AI and UI Design Impacts Designers' Workflows S. Petridis Michael Terry Carrie J. Cai 118 17 0 24 Oct 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 67 31 0 15 Oct 2023
CoPrompt: Supporting Prompt Sharing and Referring in Collaborative Natural Language Programming Felicia Li Feng Ryan Yen Yuzhe You Mingming Fan Jian Zhao Zhicong Lu 68 19 0 13 Oct 2023
Impact of Guidance and Interaction Strategies for LLM Use on Learner Performance and Perception Harsh Kumar Ilya Musabirov Mohi Reza Jiakai Shi Xinyuan Wang Joseph Jay Williams Anastasia Kuzminykh Michael Liut 68 32 0 13 Oct 2023
Jigsaw: Supporting Designers to Prototype Multimodal Applications by Chaining AI Foundation Models David Chuan-En Lin Nikolas Martelaro 54 19 0 12 Oct 2023
AutoVP: An Automated Visual Prompting Framework and Benchmark Hsi-Ai Tsao Lei Hsiung Pin-Yu Chen Sijia Liu Tsung-Yi Ho VLM 87 22 0 12 Oct 2023
Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques Junxiao Shen John J. Dudley Jingyao Zheng Bill Byrne Per Ola Kristensson 131 4 0 12 Oct 2023
An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions Jingyu Shi Rahul Jain Hyungjun Doh Ryo Suzuki Karthik Ramani 3DV 84 24 0 11 Oct 2023
Large Language Models for Propaganda Detection Kilian Sprenkamp Daniel Gordon Jones L. Zavolokina 75 12 0 10 Oct 2023
CoQuest: Exploring Research Question Co-Creation with an LLM-based Agent Yiren Liu Si Chen Haocong Cheng Mengxia Yu Xiao Ran Andrew Mo Yiliu Tang Yun Huang LLMAG 113 54 0 09 Oct 2023
ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning Wang Lu Hao Yu Jindong Wang Damien Teney Haohan Wang Yiqiang Chen Qiang Yang Xing Xie Xiangyang Ji 97 8 0 08 Oct 2023
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets Neng Wang Hongyang Yang Chris Wang 81 51 0 07 Oct 2023
GenQuery: Supporting Expressive Visual Search with Generative Models Kihoon Son DaEun Choi Tae Soo Kim Young‐Ho Kim Juho Kim 67 28 0 02 Oct 2023
Grasping AI: experiential exercises for designers Dave Murray-Rust M. Lupetti Iohanna Nicenboim W. V. D. Hoog 68 14 0 02 Oct 2023
ABScribe: Rapid Exploration & Organization of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Models Mohi Reza Nathan Laundry Ilya Musabirov Peter Dushniku Zhi Yuan “Michael” Yu Kashish Mittal Tovi Grossman Michael Liut Anastasia Kuzminykh Joseph Jay Williams 77 28 0 29 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 100 66 0 25 Sep 2023
ID.8: Co-Creating Visual Stories with Generative AI Victor Nikhil Antony Chien-Ming Huang 107 27 0 25 Sep 2023
"With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education Ishika Joshi Ritvik Budhiraja Pranav Deepak Tanna Lovenya Jain Mihika Deshpande Arjun Srivastava Srinivas Rallapalli Harshal D. Akolekar Jagat Sesh Challa Dhruv Kumar AI4Ed AI4CE 82 7 0 19 Sep 2023
DiffusionWorldViewer: Exposing and Broadening the Worldview Reflected by Generative Text-to-Image Models Zoe De Simone Angie Boggust Arvindmani Satyanarayan Ashia Wilson 71 1 0 18 Sep 2023
Generative AI-aided Joint Training-free Secure Semantic Communications via Multi-modal Prompts Hongyang Du Guangyuan Liu Dusit Niyato Jiayi Zhang Jiawen Kang Zehui Xiong Bo Ai Dong In Kim 81 27 0 05 Sep 2023
Antagonising explanation and revealing bias directly through sequencing and multimodal inference Luís Arandas Mick Grierson Miguel Carvalhais PINN DiffM 46 3 0 25 Aug 2023
WorldSmith: Iterative and Expressive Prompting for World Building with a Generative AI Hai Dang Frederik Brudy G. Fitzmaurice Fraser Anderson 67 29 0 25 Aug 2023
PromptPaint: Steering Text-to-Image Generation Through Paint Medium-like Interactions John Joon Young Chung Eytan Adar DiffM 74 66 0 09 Aug 2023
Data Player: Automatic Generation of Data Videos with Narration-Animation Interplay Leixian Shen Yizhi Zhang Haidong Zhang Yun Wang VGen DiffM 108 35 0 09 Aug 2023
Spellburst: A Node-based Interface for Exploratory Creative Coding with Natural Language Prompts Tyler Angert Miroslav Suzara Jenny Han Christopher Pondoc Hariharan Subramonyam 100 51 0 07 Aug 2023
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges Giorgio Franceschelli Mirco Musolesi AI4CE 139 22 0 31 Jul 2023
Getting pwn'd by AI: Penetration Testing with Large Language Models A. Happe Jürgen Cito 131 84 0 24 Jul 2023
Exploring Perspectives on the Impact of Artificial Intelligence on the Creativity of Knowledge Work: Beyond Mechanised Plagiarism and Stochastic Parrots Advait Sarkar 91 40 0 20 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 79 83 0 18 Jul 2023
PromptCrafter: Crafting Text-to-Image Prompt through Mixed-Initiative Dialogue with LLM Seungho Baek Hyerin Im Jiseung Ryu Juhyeong Park T. Lee DiffM 68 11 0 18 Jul 2023
SentimentGPT: Exploiting GPT for Advanced Sentiment Analysis and its Departure from Current Machine Learning Kiana Kheiri Hamid Karimi 102 78 0 16 Jul 2023
GenAssist: Making Image Generation Accessible Mina Huh Yi-Hao Peng Amy Pavel DiffM 64 34 0 14 Jul 2023
CREPE: Learnable Prompting With CLIP Improves Visual Relationship Prediction Rakshith Subramanyam T. S. Jayram Rushil Anirudh Jayaraman J. Thiagarajan VLM 68 3 0 10 Jul 2023
Distilling Large Vision-Language Model with Out-of-Distribution Generalizability Xuanlin Li Yunhao Fang Minghua Liu Z. Ling Zhuowen Tu Haoran Su VLM 97 25 0 06 Jul 2023
Topological Data Analysis Guided Segment Anything Model Prompt Optimization for Zero-Shot Segmentation in Biological Imaging Ruben Glatt Shusen Liu 43 4 0 30 Jun 2023
A-STAR: Test-time Attention Segregation and Retention for Text-to-image Synthesis Aishwarya Agarwal Srikrishna Karanam K. J. Joseph Apoorv Saxena Koustava Goswami Balaji Vasan Srinivasan VLM DiffM 39 51 0 26 Jun 2023
FALL-E: A Foley Sound Synthesis Model and Strategies Minsung Kang Sangshin Oh Hyeongi Moon Kyungyun Lee Ben Sangbae Chon 59 4 0 16 Jun 2023
Norm-guided latent space exploration for text-to-image generation Dvir Samuel Rami Ben-Ari N. Darshan Haggai Maron Gal Chechik DiffM 104 26 0 14 Jun 2023
ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations Kailas Vodrahalli James Zou 59 7 0 13 Jun 2023
Art and the science of generative AI: A deeper dive Ziv Epstein Aaron Hertzmann L. Herman Robert Mahari M. Frank ... Jessica Fjeld Hany Farid Neil Leach Alex Pentland Olga Russakovsky 101 323 0 07 Jun 2023
Diffusion Self-Guidance for Controllable Image Generation Dave Epstein Allan Jabri Ben Poole Alexei A. Efros Aleksander Holynski 111 266 0 01 Jun 2023
STEVE-1: A Generative Model for Text-to-Behavior in Minecraft Shalev Lifshitz Keiran Paster Harris Chan Jimmy Ba Sheila A. McIlraith LM&Ro 139 76 0 01 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 63 8 0 01 Jun 2023
BookGPT: A General Framework for Book Recommendation Empowered by Large Language Model Aakas Zhiyuli YanFang Chen Xuan Zhang Xun Liang ALM LLMAG 97 33 0 25 May 2023