图像生成

Collaborative Text-to-Image Generation via Multi-Agent Reinforcement Learning and Semantic Fusion

Jiabao Shi, Minfeng Qi, Lefeng Zhang, Di Wang, Yingjie Zhao, Ziying Li, Yalong Xing, Ningran Li

机构 * Minzu University of China（民族大学） ； City University of Macau（澳门城市大学） ； Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences)（计算能力网络与信息安全重点实验室，教育部，山东计算机科学中心（济南国家超级计算机中心），齐鲁工业大学（山东省科学院）） ； The University of Adelaide（阿德莱德大学） 纠错

专题命中 文生图 ：image generation(title,abstract)；text-to-image(title,abstract)

Comments 16 pages, 13 figures

RATLIP: Generative Adversarial CLIP Text-to-Image Synthesis Based on Recurrent Affine Transformations

Chengde Lin, Xijun Lu, Guangxi Chen

机构 * School of Artificial Intelligence, Guangxi Colleges and Universities Key Laboratory of AI Algorithm Engineering（人工智能学院、广西 Colleges and Universities AI 算法工程重点实验室） 纠错

专题命中 文生图 ：text-to-image(title)；image synthesis(title)；分类 cs.CV

Comments Accepted by 2024 IEEE International Conference on Systems, Man, and Cybernetics(SMC)

Generating Multi-Image Synthetic Data for Text-to-Image Customization

Nupur Kumari, Xi Yin, Jun-Yan Zhu, Ishan Misra, Samaneh Azadi

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Meta 纠错

专题命中 文生图 ：text-to-image(title,abstract)；分类 cs.CV、cs.GR

Comments ICCV 2025. Project webpage: https://www.cs.cmu.edu/~syncd-project/

VLM-Guided Adaptive Negative Prompting for Creative Generation

Shelly Golan, Yotam Nitzan, Zongze Wu, Or Patashnik

机构 * Adobe Research（Adobe研究院） ； Tel Aviv University（特拉维夫大学） 纠错

专题命中 文生图 ：image generation(abstract)；text-to-image(abstract)；diffusion(abstract)；分类 cs.CV、cs.GR

Comments Project page at: https://shelley-golan.github.io/VLM-Guided-Creative-Generation/

Template-Based Text-to-Image Alignment for Language Accessibility: A Study on Visualizing Text Simplifications

Belkiss Souayed, Sarah Ebling, Yingqiang Gao

机构 * University of Zurich（苏黎世大学） 纠错

专题命中 文生图 ：text-to-image(title,abstract)

Camouflaged Image Synthesis Is All You Need to Boost Camouflaged Detection

Haichao Zhang, Can Qin, Yu Yin, Yun Fu

机构 * Department of Electrical and Computer Engineering, Northeastern University（电气与计算机工程系，东北大学） ； Department of Electrical Engineering and Computer Science, Case Western Reserve University（电气工程与计算机科学系，凯斯西储大学） 纠错

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Automatic Synthesis of High-Quality Triplet Data for Composed Image Retrieval

Haiwen Li, Delong Liu, Zhaohui Hou, Zhicheng Zhao, Fei Su

机构 * Beijing University of Posts and Telecommunications（北京邮电大学） 纠错

专题命中 文生图 ：text-to-image(abstract)；分类 cs.CV

Comments This paper was originally submitted to ACM MM 2025 on April 12, 2025