The Creativity of Text-to-Image Generation

13 May 2022

Papers citing "The Creativity of Text-to-Image Generation"

50 / 62 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
Defining and Quantifying Creative Behavior in Popular Image Generators Aditi Ramaswamy Hana Chockler Melane Navaratnarajah 31 0 0 07 May 2025
Text2CT: Towards 3D CT Volume Generation from Free-text Descriptions Using Diffusion Model Pengfei Guo Can Zhao Dong Yang Yufan He V. Nath ... Zongwei Zhou Benjamin D. Simon Stephanie Harmon B. Turkbey Daguang Xu DiffM MedIm 40 0 0 07 May 2025
Towards Generalized and Training-Free Text-Guided Semantic Manipulation Yu Hong Xiao Cai Pengpeng Zeng Shuai Zhang Jingkuan Song Lianli Gao H. Shen DiffM 36 0 0 24 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Yongqian Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 41 0 0 19 Apr 2025
POET: Supporting Prompting Creativity and Personalization with Automated Expansion of Text-to-Image Generation Evans Xu Han Alice Qian Zhang Hong Shen Haiyi Zhu Paul Pu Liang Jane Hsieh 38 0 0 18 Apr 2025
Piece it Together: Part-Based Concepting with IP-Priors Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 66 0 0 13 Mar 2025
GenColor: Generative Color-Concept Association in Visual Design Yihan Hou Xingchen Zeng Yusong Wang Manling Yang Xiaojiao Chen Wei Zeng DiffM 78 0 0 05 Mar 2025
A Critical Assessment of Modern Generative Models' Ability to Replicate Artistic Styles Andrea Asperti Franky George Tiberio Marras Razvan Ciprian Stricescu Fabio Zanotti EGVM 49 0 0 21 Feb 2025
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing Hao Fei Shengqiong Wu H. Zhang Tat-Seng Chua Shuicheng Yan 64 38 0 31 Dec 2024
Empowering Clients: Transformation of Design Processes Due to Generative AI Johannes Schneider Kilic Sinem Daniel Stockhammer AI4CE 61 0 0 22 Nov 2024
Offline Evaluation of Set-Based Text-to-Image Generation Negar Arabzadeh Fernando Diaz Junfeng He EGVM 32 0 0 22 Oct 2024
Looking through the mind's eye via multimodal encoder-decoder networks Arman Afrasiyabi E. L. Busch Rahul Singh Dhananjay Bhaskar Laurent Caplette Nicholas Turk-Browne Smita Krishnaswamy 24 0 0 27 Sep 2024
EasyControl: Transfer ControlNet to Video Diffusion for Controllable Generation and Interpolation Cong Wang Jiaxi Gu Panwen Hu Haoyu Zhao Yuanfan Guo J. N. Han Hang Xu Xiaodan Liang VGen DiffM 34 3 0 23 Aug 2024
Diversity and stylization of the contemporary user-generated visual arts in the complexity-entropy plane Seunghwan Kim Byunghwee Lee Wonjae Lee 32 2 0 19 Aug 2024
Artworks Reimagined: Exploring Human-AI Co-Creation through Body Prompting J. Oppenlaender Hannah Johnston Johanna M. Silvennoinen Helena Barranha 44 1 0 10 Aug 2024
CAD-Prompted Generative Models: A Pathway to Feasible and Novel Engineering Designs Leah Chong Jude Rayan Steven Dow Ioanna Lykourentzou Faez Ahmed DiffM 33 3 0 11 Jul 2024
The Human-GenAI Value Loop in Human-Centered Innovation: Beyond the Magical Narrative Camille Grange Théophile Demazure Mickael Ringeval Simon Bourdeau Cedric Martineau 25 2 0 04 Jul 2024
From Efficient Multimodal Models to World Models: A Survey Xinji Mai Zeng Tao Junxiong Lin Haoran Wang Yang Chang Yanlan Kang Yan Wang Wenqiang Zhang 32 5 0 27 Jun 2024
Towards a Science Exocortex Kevin G. Yager 80 0 0 24 Jun 2024
Flowy: Supporting UX Design Decisions Through AI-Driven Pattern Annotation in Multi-Screen User Flows Yuwen Lu Ziang Tong Qinyi Zhao Yewon Oh Bryan Wang Toby Jia-Jun Li 44 6 0 23 Jun 2024
pOps: Photo-Inspired Diffusion Operators Elad Richardson Yuval Alaluf Ali Mahdavi-Amiri Daniel Cohen-Or VLM 44 3 0 03 Jun 2024
It's a Feature, Not a Bug: Measuring Creative Fluidity in Image Generators Aditi Ramaswamy Melane Navaratnarajah Hana Chockler EGVM 42 0 0 03 Jun 2024
XPrompt:Explaining Large Language Model's Generation via Joint Prompt Attribution Yurui Chang Bochuan Cao Yujia Wang Jinghui Chen Lu Lin LRM 27 0 0 30 May 2024
An Artificial Intelligence Approach for Interpreting Creative Combinational Designs Liuqing Chen Shuhong Xiao Yunnong Chen Linyun Sun P. Childs Ji Han 39 4 0 08 May 2024
Equivalence: An analysis of artists' roles with Image Generative AI from Conceptual Art perspective through an interactive installation design practice Yixuan Li Dan C. Baciu Marcos Novak G. Legrady 22 0 0 29 Apr 2024
Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator Abhishek Tyagi Reiley Jeyapaul Chuteng Zhu Paul N. Whatmough Yuhao Zhu 19 0 0 14 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
Generative AI in the Wild: Prospects, Challenges, and Strategies Yuan Sun Eunchae Jang Fenglong Ma Ting Wang 34 21 0 03 Apr 2024
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization Mainak Singha Ankit Jha Shirsha Bose Ashwin Nair Moloud Abdar Biplab Banerjee VLM 60 10 0 31 Mar 2024
Algorithmic Ways of Seeing: Using Object Detection to Facilitate Art Exploration Louie Søs Meyer Johanne Engel Aaen Anitamalina Regitse Tranberg Peter Kun Matthias Anton Freiberger Sebastian Risi A. Løvlie 41 9 0 28 Mar 2024
Measuring Diversity in Co-creative Image Generation F. Ibarrola Kazjon Grace EGVM 24 3 0 06 Mar 2024
Ironies of Generative AI: Understanding and mitigating productivity loss in human-AI interactions Auste Simkute Lev Tankelevitch Viktor Kewenig A. E. Scott Abigail Sellen Sean Rintel 27 20 0 17 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 19 1 0 09 Feb 2024
Diffusion for Natural Image Matting Yihan Hu Yiheng Lin Wei Wang Yao-Min Zhao Yunchao Wei Humphrey Shi 28 7 0 10 Dec 2023
Synthesizing Traffic Datasets using Graph Neural Networks Daniel Rodriguez-Criado Maria Chli Luis J. Manso George Vogiatzis 23 0 0 08 Dec 2023
DreamVideo: High-Fidelity Image-to-Video Generation with Image Retention and Text Guidance Cong Wang Jiaxi Gu Panwen Hu Songcen Xu Hang Xu Xiaodan Liang VGen 19 14 0 05 Dec 2023
The role of interface design on prompt-mediated creativity in Generative AI M. Torricelli Mauro Martino Andrea Baronchelli L. Aiello 29 7 0 30 Nov 2023
Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects Elisa Warner Joonsan Lee William Hsu T. Syeda-Mahmood Charles Kahn Olivier Gevaert Arvind Rao LM&MA 19 6 0 04 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 32 29 0 15 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 26 21 0 29 Sep 2023
ID.8: Co-Creating Visual Stories with Generative AI Victor Nikhil Antony Chien-Ming Huang 35 24 0 25 Sep 2023
A Survey on Decentralized Federated Learning Edoardo Gabrielli Giovanni Pica Gabriele Tolomei FedML 27 26 0 08 Aug 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
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
Concept Decomposition for Visual Exploration and Inspiration Yael Vinker A. Voynov Daniel Cohen-Or Ariel Shamir DiffM 38 50 0 29 May 2023
Vision + Language Applications: A Survey Yutong Zhou N. Shimada VLM 30 6 0 24 May 2023
Towards Generalizable Data Protection With Transferable Unlearnable Examples Bin Fang Bo-wen Li Shuang Wu Tianyi Zheng Shouhong Ding Ran Yi Lizhuang Ma 13 4 0 18 May 2023
Re-thinking Data Availablity Attacks Against Deep Neural Networks Bin Fang Bo-wen Li Shuang Wu Ran Yi Shouhong Ding Lizhuang Ma AAML 35 0 0 18 May 2023