Best Prompts for Text-to-Image Models and How to Find Them

23 September 2022

Nikita Pavlichenko

Papers citing "Best Prompts for Text-to-Image Models and How to Find Them"

32 / 32 papers shown

Title
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
Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation Ahmad Süleyman Göksel Biricik 52 2 0 15 Jan 2025
Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image Synthesis Boming Miao C. Li Xiaobei Wang Andi Zhang Rui Sun Zizhe Wang Yao Zhu DiffM 78 0 0 25 Nov 2024
Generating Compositional Scenes via Text-to-image RGBA Instance Generation Alessandro Fontanella Petru-Daniel Tudosiu Yongxin Yang Shifeng Zhang Sarah Parisot 41 2 0 16 Nov 2024
Machine Apophenia: The Kaleidoscopic Generation of Architectural Images Alexey Tikhonov Dmitry Sinyavin 51 0 0 12 Jul 2024
PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance Prediction Eduard Poesina Adriana Valentina Costache Adrian-Gabriel Chifu Josiane Mothe Radu Tudor Ionescu VLM 58 1 0 07 Jun 2024
Language-Driven Interactive Traffic Trajectory Generation Junkai Xia Chenxin Xu Qingyao Xu Chen Xie Yanfeng Wang Siheng Chen 32 6 0 24 May 2024
CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models Teodor Chiaburu Frank Haußer Felix Bießmann 45 4 0 23 Apr 2024
Prompt Optimizer of Text-to-Image Diffusion Models for Abstract Concept Understanding Zezhong Fan Xiaohan Li Chenhao Fang Topojoy Biswas Kaushiki Nag Jianpeng Xu Kannan Achan EGVM 36 5 0 17 Apr 2024
Dynamic Prompt Optimizing for Text-to-Image Generation Wenyi Mo Tianyu Zhang Yalong Bai Bing-Huang Su Ji-Rong Wen Qing Yang 32 9 0 05 Apr 2024
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement Zhijie Wang Yuheng Huang Da Song Lei Ma Tianyi Zhang DiffM 45 57 0 06 Mar 2024
Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis Yanzuo Lu Manlin Zhang Andy J. Ma Xiaohua Xie Jian-Huang Lai DiffM 27 3 0 28 Feb 2024
Adversarial Nibbler: An Open Red-Teaming Method for Identifying Diverse Harms in Text-to-Image Generation Jessica Quaye Alicia Parrish Oana Inel Charvi Rastogi Hannah Rose Kirk ... Nathan Clement Rafael Mosquera Juan Ciro Vijay Janapa Reddi Lora Aroyo 33 7 0 14 Feb 2024
Human Aesthetic Preference-Based Large Text-to-Image Model Personalization: Kandinsky Generation as an Example Aven Le Zhou Yu-Ao Wang Wei Wu Kang Zhang 26 1 0 09 Feb 2024
SCAPE: Searching Conceptual Architecture Prompts using Evolution Soo Ling Lim Peter J Bentley Fuyuki Ishikawa 21 3 0 31 Jan 2024
Diffusion Facial Forgery Detection Harry Cheng Yangyang Guo Tianyi Wang L. Nie Mohan S. Kankanhalli 66 16 0 29 Jan 2024
No Longer Trending on Artstation: Prompt Analysis of Generative AI Art Jon McCormack Maria Teresa Llano S. Krol Nina Rajcic DiffM 35 8 0 24 Jan 2024
Q-Refine: A Perceptual Quality Refiner for AI-Generated Image Chunyi Li Haoning Wu Zicheng Zhang Hongkun Hao Kaiwei Zhang Lei Bai Xiaohong Liu Xiongkuo Min Weisi Lin Guangtao Zhai 22 17 0 02 Jan 2024
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
ID.8: Co-Creating Visual Stories with Generative AI Victor Nikhil Antony Chien-Ming Huang 41 24 0 25 Sep 2023
Exploring the Effectiveness of Dataset Synthesis: An application of Apple Detection in Orchards A. V. Meekeren Maya Aghaei K. Dijkstra DiffM 21 1 0 20 Jun 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
A Prompt Log Analysis of Text-to-Image Generation Systems Yutong Xie Zhaoying Pan Jing Ma Jie Luo Qiaozhu Mei DiffM 125 40 0 08 Mar 2023
Prompt Stealing Attacks Against Text-to-Image Generation Models Xinyue Shen Y. Qu Michael Backes Yang Zhang 30 32 0 20 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 Jing Zhang Zhongang Qi Ying Shan Xiaohu Qie DiffM 31 977 0 16 Feb 2023
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 41 288 0 26 Oct 2022
A Taxonomy of Prompt Modifiers for Text-To-Image Generation J. Oppenlaender 20 102 0 20 Apr 2022
Learning from Crowds with Crowd-Kit Dmitry Ustalov Nikita Pavlichenko B. Tseitlin 31 19 0 17 Sep 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 279 1,124 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,924 0 31 Dec 2020