图像生成

NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale

NextStep Team, Chunrui Han, Guopeng Li, Jingwei Wu, Quan Sun, Yan Cai, Yuang Peng, Zheng Ge, Deyu Zhou, Haomiao Tang, Hongyu Zhou, Kenkun Liu, Ailin Huang, Bin Wang, Changxin Miao, Deshan Sun, En Yu, Fukun Yin, Gang Yu, Hao Nie, Haoran Lv, Hanpeng Hu, Jia Wang, Jian Zhou, Jianjian Sun, Kaijun Tan, Kang An, Kangheng Lin, Liang Zhao, Mei Chen, Peng Xing, Rui Wang, Shiyu Liu, Shutao Xia, Tianhao You, Wei Ji, Xianfang Zeng, Xin Han, Xuelin Zhang, Yana Wei, Yanming Xu, Yimin Jiang, Yingming Wang, Yu Zhou, Yucheng Han, Ziyang Meng, Binxing Jiao, Daxin Jiang, Xiangyu Zhang, Yibo Zhu

机构 * NextStep-Team（NextStep团队） 纠错

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

Comments Code: https://github.com/stepfun-ai/NextStep-1

DeCoT: Decomposing Complex Instructions for Enhanced Text-to-Image Generation with Large Language Models

Xiaochuan Lin, Xiangyong Chen, Xuan Li, Yichen Su

机构 * Henan Polytechnic University（河南理工大学） 纠错

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

Translation of Text Embedding via Delta Vector to Suppress Strongly Entangled Content in Text-to-Image Diffusion Models

Eunseo Koh, Seunghoo Hong, Tae-Young Kim, Simon S. Woo, Jae-Pil Heo

机构 * Sungkyunkwan University（成均馆大学） 纠错

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

Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation

Yutong He, Alexander Robey, Naoki Murata, Yiding Jiang, Joshua Nathaniel Williams, George J. Pappas, Hamed Hassani, Yuki Mitsufuji, Ruslan Salakhutdinov, J. Zico Kolter

机构 * Carnegie Mellon University（卡内基梅隆大学） ； University of Pennsylvania（宾夕法尼亚大学） ； Sony AI（索尼人工智能） ； Sony Group Corporation（索尼集团） ； Bosch Center for AI（博世人工智能中心） 纠错

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

Journal ref Transactions on Machine Learning Research (TMLR), 2025. ISSN 2835-8856

RefAdGen: High-Fidelity Advertising Image Generation

Yiyun Chen, Weikai Yang

专题命中 文生图 ：image generation(title,abstract)；image synthesis(abstract)；分类 cs.GR