图像生成

Practical, Generalizable and Robust Backdoor Attacks on Text-to-Image Diffusion Models

Haoran Dai, Jiawen Wang, Ruo Yang, Manali Sharma, Zhonghao Liao, Yuan Hong, Binghui Wang

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

ROVI: A VLM-LLM Re-Captioned Dataset for Open-Vocabulary Instance-Grounded Text-to-Image Generation

Cihang Peng, Qiming Hou, Zhong Ren, Kun Zhou

机构 * State Key Lab of CAD&CG（计算机辅助设计与图形学国家重点实验室） 纠错

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

Comments Accepted at ICCV 2025

Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention

Jeonghoon Park, Juyoung Lee, Chaeyeon Chung, Jaeseong Lee, Jaegul Choo, Jindong Gu

机构 * KAIST（韩国科学技术院） ； Kakao Corp.（韩国 Kakao 公司） ； Yonsei University（延世大学） ； University of Oxford（牛津大学） 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 ICCV 2025

Efficient Input-level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation

Shengfang Zhai, Jiajun Li, Yue Liu, Huanran Chen, Zhihua Tian, Wenjie Qu, Qingni Shen, Ruoxi Jia, Yinpeng Dong, Jiaheng Zhang

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

Comments 20 pages. ICCV 2025 (Highlight)

Devil is in the Detail: Towards Injecting Fine Details of Image Prompt in Image Generation via Conflict-free Guidance and Stratified Attention

Kyungmin Jo, Jooyeol Yun, Jaegul Choo

机构 * Korea Advanced Institute of Science and Technology (KAIST)（韩国科学技术院） 纠错

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

Journal ref CVPR 2025

Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens

Dongwon Kim, Ju He, Qihang Yu, Chenglin Yang, Xiaohui Shen, Suha Kwak, Liang-Chieh Chen

机构 * ByteDance Seed（字节跳动种子） ； POSTECH 纠错

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

Comments ICCV 2025. Project page at https://tacju.github.io/projects/maskgen.html

Qwen-Image Technical Report

Chenfei Wu, Jiahao Li, Jingren Zhou, Junyang Lin, Kaiyuan Gao, Kun Yan, Sheng-ming Yin, Shuai Bai, Xiao Xu, Yilei Chen, Yuxiang Chen, Zecheng Tang, Zekai Zhang, Zhengyi Wang, An Yang, Bowen Yu, Chen Cheng, Dayiheng Liu, Deqing Li, Hang Zhang, Hao Meng, Hu Wei, Jingyuan Ni, Kai Chen, Kuan Cao, Liang Peng, Lin Qu, Minggang Wu, Peng Wang, Shuting Yu, Tingkun Wen, Wensen Feng, Xiaoxiao Xu, Yi Wang, Yichang Zhang, Yongqiang Zhu, Yujia Wu, Yuxuan Cai, Zenan Liu

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

Comments https://github.com/QwenLM/Qwen-Image

RAISE: Realness Assessment for Image Synthesis and Evaluation

Aniruddha Mukherjee, Spriha Dubey, Somdyuti Paul

机构 * Department of Computer Science and Engineering, Kalinga Institute of Industrial Technology（计算机科学与工程系，卡林加工业技术学院） ； Department of Metallurgical and Materials Engineering, Indian Institute of Technology Kharagpur（冶金与材料工程系，印度理工学院卡里格普分校） ； Department of Artificial Intelligence, Indian Institute of Technology Kharagpur（人工智能系，印度理工学院卡里格普分校） 纠错

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

EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling

Theodoros Kouzelis, Ioannis Kakogeorgiou, Spyros Gidaris, Nikos Komodakis

机构 * Archimedes,Athena Reaserch Center, Greece（阿基米德、阿泰纳研究中心） ； National Technical University of Athens, Greece（雅典技术大学） ； University of Crete, Greece（克里特大学） 纠错

专题命中 文生图 ：image synthesis(abstract)

Comments ICML 2025