Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works

16 October 2022

Jinwook Seo

Papers citing "Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works"

34 / 34 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 121 1 0 12 Mar 2025
SYNTHIA: Novel Concept Design with Affordance Composition Xiaomeng Jin Xiaomeng Jin Jeonghwan Kim Qingbin Liu Zhenhailong Wang Khanh Duy Nguyen Ansel Blume Nanyun Peng Kai-Wei Chang Heng Ji DiffM 451 1 0 25 Feb 2025
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 174 3,444 0 16 Oct 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 153 1,874 0 02 Aug 2022
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis Chenfei Wu Jian Liang Xiaowei Hu Zhe Gan Jianfeng Wang Lijuan Wang Zicheng Liu Yuejian Fang Nan Duan VGen 75 72 0 20 Jul 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 181 1,117 0 22 Jun 2022
Opal: Multimodal Image Generation for News Illustration Vivian Liu Han Qiao Lydia B. Chilton 73 101 0 19 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 385 6,859 0 13 Apr 2022
Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors Oran Gafni Adam Polyak Oron Ashual Shelly Sheynin Devi Parikh Yaniv Taigman DiffM 71 520 0 24 Mar 2022
Are Deepfakes Concerning? Analyzing Conversations of Deepfakes on Reddit and Exploring Societal Implications Dilrukshi Gamage Piyush Ghasiya Vamshi Krishna Bonagiri Mark E. Whiting K. Sasahara 39 57 0 14 Mar 2022
GANSpiration: Balancing Targeted and Serendipitous Inspiration in User Interface Design with Style-Based Generative Adversarial Network Mohammad Amin Mozaffari Xinyuan Zhang Jinghui Cheng Jin L. C. Guo 68 29 0 08 Mar 2022
Better Together? An Evaluation of AI-Supported Code Translation Justin D. Weisz Michael J. Muller Steven I. Ross Fernando Martinez Stephanie Houde Mayank Agarwal Kartik Talamadupula John T. Richards 40 70 0 15 Feb 2022
NewsPod: Automatic and Interactive News Podcasts Philippe Laban Elicia Ye Srujay Korlakunta John F. Canny Marti A. Hearst 39 22 0 15 Feb 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 416 15,486 0 20 Dec 2021
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion Chenfei Wu Jian Liang Lei Ji Fan Yang Yuejian Fang Daxin Jiang Nan Duan ViT VGen 65 294 0 24 Nov 2021
LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs Christoph Schuhmann Richard Vencu Romain Beaumont R. Kaczmarczyk Clayton Mullis Aarush Katta Theo Coombes J. Jitsev Aran Komatsuzaki VLM MLLM CLIP 223 1,428 0 03 Nov 2021
Sparks: Inspiration for Science Writing using Language Models Katy Ilonka Gero Vivian Liu Lydia B. Chilton LRM 155 171 0 14 Oct 2021
Design Guidelines for Prompt Engineering Text-to-Image Generative Models Vivian Liu Lydia B. Chilton 65 491 0 14 Sep 2021
SGToolkit: An Interactive Gesture Authoring Toolkit for Embodied Conversational Agents Youngwoo Yoon Keunwoo Park Minsu Jang Jaehong Kim Geehyuk Lee VGen SLR 61 19 0 10 Aug 2021
Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning Bryan Wang Gang Li Xin Zhou Zhourong Chen Tovi Grossman Yang Li 196 157 0 07 Aug 2021
CharacterChat: Supporting the Creation of Fictional Characters through Conversation and Progressive Manifestation with a Chatbot O. Schmitt Daniel Buschek AI4CE 39 35 0 23 Jun 2021
AdaptiFont: Increasing Individuals' Reading Speed with a Generative Font Model and Bayesian Optimization Florian Kadner Yannik Keller Constantin Rothkopf 60 34 0 21 Apr 2021
Perfection Not Required? Human-AI Partnerships in Code Translation Justin D. Weisz Michael J. Muller Stephanie Houde John T. Richards Steven I. Ross Fernando Martinez Mayank Agarwal Kartik Talamadupula 46 129 0 08 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 395 4,941 0 24 Feb 2021
Evaluating the Interpretability of Generative Models by Interactive Reconstruction A. Ross Nina Chen Elisa Zhao Hang Elena L. Glassman Finale Doshi-Velez 128 49 0 02 Feb 2021
What We Can Learn From Visual Artists About Software Development Jingyi Li Sonia Hashim Jennifer Jacobs 29 50 0 27 Jan 2021
The Impact of Multiple Parallel Phrase Suggestions on Email Input and Composition Behaviour of Native and Non-Native English Writers Daniel Buschek Martin Zurn Malin Eiband 156 104 0 22 Jan 2021
Screen2Vec: Semantic Embedding of GUI Screens and GUI Components Toby Jia-Jun Li Lindsay Popowski Tom Michael Mitchell Brad A. Myers 56 105 0 11 Jan 2021
DeepNAG: Deep Non-Adversarial Gesture Generation M. Maghoumi E. Taranta J. Laviola 62 21 0 18 Nov 2020
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis Ming Tao Hao Tang Leilei Gan Xiaoyuan Jing Bingkun Bao Changsheng Xu 94 213 0 13 Aug 2020
Human-Centered Artificial Intelligence: Reliable, Safe & Trustworthy B. Shneiderman 58 700 0 10 Feb 2020
Touch Your Heart: A Tone-aware Chatbot for Customer Care on Social Media Tianran Hu Anbang Xu Zhe Liu Quanzeng You Yufan Guo Vibha Sinha Jiebo Luo Rama Akkiraju 44 146 0 08 Mar 2018
Automatic Generation of Natural Language Explanations F. Costa Sixun Ouyang Peter Dolog A. Lawlor 90 97 0 04 Jul 2017
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,638 0 01 May 2014