图像生成

DiffRIS: Enhancing Referring Remote Sensing Image Segmentation with Pre-trained Text-to-Image Diffusion Models

Zhe Dong, Yuzhe Sun, Tianzhu Liu, Yanfeng Gu

机构 * School of Electronics and Information Engineering, Harbin Institute of Technology（电子信息工程学院，哈尔滨工业大学） 纠错

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

NSFW-Classifier Guided Prompt Sanitization for Safe Text-to-Image Generation

Yu Xie, Chengjie Zeng, Lingyun Zhang, Yanwei Fu

机构 * Purple Mountain Laboratories（紫金山实验室） ； Fudan University（复旦大学） 纠错

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

Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models

Changhyun Choi, Sungha Kim, H. Jin Kim

机构 * Interdisciplinary Program in Artificial Intelligence, Seoul National University（人工智能交叉学科项目，首尔国立大学） ； Aerospace Engineering, Seoul National University（航空航天工程，首尔国立大学） ； ASRI, AIIS, Seoul National University（ASRI、AIIS，首尔国立大学） 纠错

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

Comments MOSS workshop at ICML 2025 accepted

Auditing Data Provenance in Real-world Text-to-Image Diffusion Models for Privacy and Copyright Protection

Jie Zhu, Leye Wang

机构 * Key Lab of High Confidence Software Technologies (Peking University)（高可信软件技术重点实验室（北京大学）） ； Ministry of Education（教育部） ； School of Computer Science（计算机学院） 纠错

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

Comments Under Review; A user-level accuracy of 90% in a real-world auditing scenario

Concept Corrector: Erase concepts on the fly for text-to-image diffusion models

Zheling Meng, Bo Peng, Xiaochuan Jin, Yueming Lyu, Wei Wang, Jing Dong, Tieniu Tan

机构 * NLPR, Institute of Automation CAS（自动化研究所国家工程实验室） ； School of Artificial Intelligence UCAS（自动化学院人工智能学院） ； Nanjing University（南京大学） 纠错

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

R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation

Kaijie Chen, Zihao Lin, Zhiyang Xu, Ying Shen, Yuguang Yao, Joy Rimchala, Jiaxin Zhang, Lifu Huang

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

Comments Project Page: https://r2i-bench.github.io

Training-free Stylized Text-to-Image Generation with Fast Inference

Xin Ma, Yaohui Wang, Xinyuan Chen, Tien-Tsin Wong, Cunjian Chen

机构 * Department of Data Science & AI, Faculty of Information Technology, Monash University（莫纳什大学数据科学与人工智能系，信息科技学院） ； Shanghai AI Laboratory（上海人工智能实验室） 纠错

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

Comments Project Page: https://maxin-cn.github.io/omnipainter_project

FERGI: Automatic Scoring of User Preferences for Text-to-Image Generation from Spontaneous Facial Expression Reaction

Shuangquan Feng, Junhua Ma, Virginia R. de Sa

机构 * Neurosciences Graduate Program, University of California San Diego（加州大学圣地亚哥分校神经科学研究生项目） ； Department of Computer Science and Engineering, University of California San Diego（加州大学圣地亚哥分校计算机科学与工程系） ； Department of Cognitive Science, University of California San Diego（加州大学圣地亚哥分校认知科学系） ； Halıcıoğlu Data Science Institute, University of California San Diego（加州大学圣地亚哥分校Halıcıoğlu数据科学研究所） 纠错

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

IA-T2I: Internet-Augmented Text-to-Image Generation

Chuanhao Li, Jianwen Sun, Yukang Feng, Mingliang Zhai, Yifan Chang, Kaipeng Zhang

机构 * Shanghai AI Laboratory（上海人工智能实验室） ； Nankai University（南开大学） ； Beijing Institute of Technology（北京理工大学） ； University of Science and Technology of China（中国科学技术大学） ； Shanghai Innovation Institute（上海创新研究院） 纠错

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

Comments 12 pages, 7 figures, a framework that integrates reference images from the Internet into T2I/TI2I models

CRCE: Coreference-Retention Concept Erasure in Text-to-Image Diffusion Models

Yuyang Xue, Edward Moroshko, Feng Chen, Jingyu Sun, Steven McDonagh, Sotirios A. Tsaftaris

机构 * School of Engineering University of Edinburgh（工程学院 苏格兰爱丁堡大学） 纠错

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

IMAGE-ALCHEMY: Advancing subject fidelity in personalised text-to-image generation

Amritanshu Tiwari, Cherish Puniani, Kaustubh Sharma, Ojasva Nema

机构 * Indian Institute of Technology Roorkee（印度理工学院罗尔基分校） 纠错

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

Comments 8 pages

TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation

Tianyi Liang, Jiangqi Liu, Yifei Huang, Shiqi Jiang, Jianshen Shi, Changbo Wang, Chenhui Li

机构 * Chenhui Li（李晨辉） 纠错

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

Comments 7 pages, 7 figures

CRAFT: Cultural Russian-Oriented Dataset Adaptation for Focused Text-to-Image Generation

Viacheslav Vasilev, Vladimir Arkhipkin, Julia Agafonova, Tatiana Nikulina, Evelina Mironova, Alisa Shichanina, Nikolai Gerasimenko, Mikhail Shoytov, Denis Dimitrov

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

Comments This is arxiv version of the paper which was accepted for the Doklady Mathematics Journal in 2024

Journal ref Doklady Mathematics, 110 (Suppl 1), S137-S150, 2024

Multimodal Benchmarking and Recommendation of Text-to-Image Generation Models

Kapil Wanaskar, Gaytri Jena, Magdalini Eirinaki

机构 * Computer Engineering Dept. San José State University（计算机工程系圣何塞州立大学） 纠错

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

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation

Daoan Zhang, Che Jiang, Ruoshi Xu, Biaoxiang Chen, Zijian Jin, Yutian Lu, Jianguo Zhang, Liang Yong, Jiebo Luo, Shengda Luo

机构 * University of Rochester（罗切斯特大学） ； Chinese Medicine Guangdong Laboratory（广东中医实验室） ； Southern University of Science and Technology（南方科技大学） ； New York University（纽约大学） ； Datawhale org（Datawhale组织） 纠错

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

VSC: Visual Search Compositional Text-to-Image Diffusion Model

Do Huu Dat, Nam Hyeonu, Po-Yuan Mao, Tae-Hyun Oh

机构 * VinUniversity（文大学） ； POSTECH（POSTECH大学） ； Academia Sinica（学术院） ； KAIST（韩国科学技术院） 纠错

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

AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation

Junjie He, Yuxiang Tuo, Binghui Chen, Chongyang Zhong, Yifeng Geng, Liefeng Bo

机构 * Institute for Intelligent Computing, Alibaba Tongyi Lab（智能计算研究院，阿里通义实验室） 纠错

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

Comments Tech report; Project page: https://aigcdesigngroup.github.io/AnyStory/

Type-R: Automatically Retouching Typos for Text-to-Image Generation

Wataru Shimoda, Naoto Inoue, Daichi Haraguchi, Hayato Mitani, Seiichi Uchida, Kota Yamaguchi

机构 * CyberAgent ； Kyushu University（九州大学） 纠错

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

Comments Accepted to CVPR 2025. Codes: https://github.com/CyberAgentAILab/Type-R

REDEditing: Relationship-Driven Precise Backdoor Poisoning on Text-to-Image Diffusion Models

Chongye Guo, Jinhu Fu, Junfeng Fang, Kun Wang, Guorui Feng

机构 * Shanghai University（上海大学） ； Beijing University of Posts and Telecommunications（北京邮电大学） ； National University of Singapore（新加坡国立大学） ； Nanyang Technological University（南洋理工大学） 纠错

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

Comments 10 pages, 7 figures

SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization

Liang Peng, Boxi Wu, Haoran Cheng, Yibo Zhao, Xiaofei He

机构 * FABU Inc.（FABU公司） ； Zhejiang University（浙江大学） 纠错

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

Parametric Shadow Control for Portrait Generation in Text-to-Image Diffusion Models

Haoming Cai, Tsung-Wei Huang, Shiv Gehlot, Brandon Y. Feng, Sachin Shah, Guan-Ming Su, Christopher Metzler

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

Comments ShadowDirector Arxiv Version. Fix the arxiv title text issue

FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting

Liyao Jiang, Negar Hassanpour, Mohammad Salameh, Mohan Sai Singamsetti, Fengyu Sun, Wei Lu, Di Niu

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

Comments TMLR 2025

Minority-Focused Text-to-Image Generation via Prompt Optimization

Soobin Um, Jong Chul Ye

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

Comments CVPR 2025 (Oral), 21 pages, 10 figures

Implicit Bias Injection Attacks against Text-to-Image Diffusion Models

Huayang Huang, Xiangye Jin, Jiaxu Miao, Yu Wu

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

Comments Accept to CVPR 2025

STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing from Text-to-Image Diffusion Models

Koushik Srivatsan, Fahad Shamshad, Muzammal Naseer, Vishal M. Patel, Karthik Nandakumar

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

Comments Accepted to CVPR-2025. Code: https://github.com/koushiksrivats/robust-concept-erasing

SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models

Zilan Wang, Junfeng Guo, Jiacheng Zhu, Yiming Li, Heng Huang, Muhao Chen, Zhengzhong Tu

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

Comments CVPR 2025

PromptLA: Towards Integrity Verification of Black-box Text-to-Image Diffusion Models

Zhuomeng Zhang, Fangqi Li, Chong Di, Hongyu Zhu, Hanyi Wang, Shilin Wang

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

Comments 9 pages, 6 figures

Reverse Prompt: Cracking the Recipe Inside Text-to-Image Generation

Zhiyao Ren, Yibing Zhan, Baosheng Yu, Dacheng Tao

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

Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models

Kartik Thakral, Tamar Glaser, Tal Hassner, Mayank Vatsa, Richa Singh

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

Comments Published in CVPR 2025

Generative Photography: Scene-Consistent Camera Control for Realistic Text-to-Image Synthesis

Yu Yuan, Xijun Wang, Yichen Sheng, Prateek Chennuri, Xingguang Zhang, Stanley Chan

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

Comments Accepted by CVPR 2025. Project page: https://generative-photography.github.io/project/