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Graphic design, which has been evolving since the 15th century, plays a crucial role in advertising.
Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
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An interdisciplinary approach to graphic design
Kristen Vise · 2021
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Canvasvae: Learning to generate vector graphic documents
Kota Yamaguchi · 2021
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Cm3: A causal masked multimodal model of the internet
Armen Aghajanyan, Bernie Huang, Candace Ross, Vladimir Karpukhin, Hu Xu, Naman Goyal, Dmytro Okhonko, Mandar Joshi, Gargi Ghosh, Mike Lewis, et al · 2022
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Pix2seq: A language modeling framework for object detection
Ting Chen, Saurabh Saxena, Lala Li, David J Fleet, and Geoffrey Hinton · 2022
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Harmonious textual layout generation over natural images via deep aesthetics learning
Chenhui Li, Peiying Zhang, and Changbo Wang · 2022
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Svgedit is a fast, web-based, javascript-driven svg drawing editor that works in any modern browser. svgedit is based on a powerful svg canva, 2022
SVG-Edit development team · 2022
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Improving image generation with better captions
James Betker, Gabriel Goh, Li Jing, Tim Brooks, Jianfeng Wang, Linjie Li, Long Ouyang, Juntang Zhuang, Joyce Lee, Yufei Guo, Wesam Manassra, Prafulla Dhariwal, Casey Chu, Yunxin Jiao, and Aditya Ramesh · 2023
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Instructpix2pix: Learning to follow image editing instructions
Tim Brooks, Aleksander Holynski, and Alexei A Efros · 2023
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Canvagpt: Effortlessly design anything: presentations, logos, social media posts and more
OpenAI Canva · 2023
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Two-stage content-aware layout generation for poster designs
Shang Chai, Liansheng Zhuang, Fengying Yan, and Zihan Zhou · 2023
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Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors in agents
Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chen Qian, Chi-Min Chan, Yujia Qin, Yaxi Lu, Ruobing Xie, et al · 2023
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Diffusion with offset noise
Nicholas Guttenberg · 2023
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Wordart designer: User-driven artistic typography synthesis using large language models
Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Wangmeng Xiang, Xianhui Lin, Xiaoyang Kang, Zengke Jin, Yusen Hu, Bin Luo, et al · 2023
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Metagpt: Meta programming for multi-agent collaborative framework
Sirui Hong, Xiawu Zheng, Jonathan Chen, Yuheng Cheng, Ceyao Zhang, Zili Wang, Steven Ka Shing Yau, Zijuan Lin, Liyang Zhou, Chenyu Ran, et al · 2023
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Densitylayout: Density-conditioned layout gan for visual-textual presentation designs
HsiaoYuan Hsu, Xiangteng He, and Yuxin Peng · 2023
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Word-as-image for semantic typography
Shir Iluz, Yael Vinker, Amir Hertz, Daniel Berio, Daniel Cohen-Or, and Ariel Shamir · 2023
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Vectorfusion: Text-to-svg by abstracting pixel-based diffusion models
Communicative agents for software development, 2023
Chen Qian, Xin Cong, Wei Liu, Cheng Yang, Weize Chen, Yusheng Su, Yufan Dang, Jiahao Li, Juyuan Xu, Dahai Li, Zhiyuan Liu, and Maosong Sun · 2023
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Hugginggpt: Solving ai tasks with chatgpt and its friends in huggingface
Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, and Yueting Zhuang · 2023
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Towards diverse and consistent typography generation
Wataru Shimoda, Daichi Haraguchi, Seiichi Uchida, and Kota Yamaguchi · 2023
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Ds-fusion: Artistic typography via discriminated and stylized diffusion
Maham Tanveer, Yizhi Wang, Ali Mahdavi-Amiri, and Hao Zhang · 2023
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Ajay Jain, Amber Xie, and Pieter Abbeel · 2023
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Designbench: Exploring and benchmarking dall-e 3 for imagining visual design
Lin Kevin, Yang Zhengyuan, Li Linjie, Wang Jianfeng, and Wang Lijuan · 2023
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Deepfloyd if
DeepFloyd Lab · 2023
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Mini-dalle3: Interactive text to image by prompting large language models, 2023
Zeqiang Lai, Xizhou Zhu, Jifeng Dai, Yu Qiao, and Wenhai Wang · 2023
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Camel: Communicative agents for ”mind” exploration of large scale language model society, 2023
Guohao Li, Hasan Abed Al Kader Hammoud, Hani Itani, Dmitrii Khizbullin, and Bernard Ghanem · 2023
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Improved baselines with visual instruction tuning
Haotian Liu, Chunyuan Li, Yuheng Li, and Yong Jae Lee · 2023
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Gpt-4v(ision) technical work and authors
OpenAI · 2023
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Sdxl: Improving latent diffusion models for high-resolution image synthesis
Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, and Robin Rombach · 2023
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Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, et al · 2023
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Boosting gui prototyping with diffusion models
Jialiang Wei, Anne-Lise Courbis, Thomas Lambolais, Binbin Xu, Pierre Louis Bernard, and Gérard Dray · 2023
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Graphic design, 2023a
Wikipedia contributors · 2023
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Henry cole, 2023b
Wikipedia contributors · 2023
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Typography, 2023c
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Diffsketcher: Text guided vector sketch synthesis through latent diffusion models
Ximing Xing, Chuang Wang, Haitao Zhou, Jing Zhang, Qian Yu, and Dong Xu · 2023
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Mm-react: Prompting chatgpt for multimodal reasoning and action
Zhengyuan Yang*, Linjie Li*, Jianfeng Wang*, Kevin Lin*, Ehsan Azarnasab*, Faisal Ahmed*, Zicheng Liu, Ce Liu, Michael Zeng, and Lijuan Wang · 2023
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Idea2img: Iterative self-refinement with gpt-4v(ision) for automatic image design and generation, 2023
Zhengyuan Yang, Jianfeng Wang, Linjie Li, Kevin Lin, Chung-Ching Lin, Zicheng Liu, and Lijuan Wang · 2023
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