图像生成

Convex ordering for stochastic control: the (path dependent) swing contracts case

Gilles Pagès, Christian Yeo

专题命中 可控生成 ：diffusion(abstract)

Comments 30 Pages

DreamPainter: Image Background Inpainting for E-commerce Scenarios

Sijie Zhao, Jing Cheng, Yaoyao Wu, Hao Xu, Shaohui Jiao

机构 * Bytedance（字节跳动） 纠错

专题命中 图像修复 ：inpainting(title,abstract)；diffusion(abstract)；分类 cs.CV

Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting

Yuekun Dai, Haitian Li, Shangchen Zhou, Chen Change Loy

机构 * S-Lab, Nanyang Technological University（南洋理工大学S实验室） 纠错

专题命中 图像修复 ：inpainting(title,abstract)；diffusion(abstract)；分类 cs.CV

Comments accepted to ICCV 2025

SAGI: Semantically Aligned and Uncertainty Guided AI Image Inpainting

Paschalis Giakoumoglou, Dimitrios Karageorgiou, Symeon Papadopoulos, Panagiotis C. Petrantonakis

机构 * Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki（阿尔伯塔大学电气与计算机工程系） ； Information Technologies Institute, CERTH（信息科技研究所） 纠错

专题命中 图像修复 ：inpainting(title,abstract)；分类 cs.CV

Comments ICCV2025

AutoLoRA: Automatic LoRA Retrieval and Fine-Grained Gated Fusion for Text-to-Image Generation

Zhiwen Li, Zhongjie Duan, Die Chen, Cen Chen, Daoyuan Chen, Yaliang Li, Yingda Chen

专题命中 个性化与一致性 ：image generation(title,abstract)；text-to-image(title)；diffusion(abstract)；分类 cs.CV

DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition

Yiyan Xu, Wuqiang Zheng, Wenjie Wang, Fengbin Zhu, Xinting Hu, Yang Zhang, Fuli Feng, Tat-Seng Chua

机构 * University of Science and Technology of China（中国科学技术大学） ； 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 个性化与一致性 ：image generation(title,abstract)；diffusion(abstract)；personalized generation(abstract)；分类 cs.CV

Comments Accepted for publication in ACM MM'25

DisCo3D: Distilling Multi-View Consistency for 3D Scene Editing

Yufeng Chi, Huimin Ma, Kafeng Wang, Jianmin Li

机构 * Institute for Artificial Intelligence, Beijing National Research Center for Information Science and Technology, Department of Computer Science and Technology, Tsinghua University（人工智能研究院、北京信息科学与技术国家研究中心、计算机科学与技术系、清华大学） ； College of Computer, National University of Defense Technology（计算机学院、国防科技大学） 纠错

专题命中 个性化与一致性 ：image generation(abstract)；diffusion(abstract)；分类 cs.CV

Comments 17 pages, 7 figures

Artificial Intelligence and Misinformation in Art: Can Vision Language Models Judge the Hand or the Machine Behind the Canvas?

Tarian Fu, Javier Conde, Gonzalo Martínez, Pedro Reviriego, Elena Merino-Gómez, Fernando Moral

专题命中 个性化与一致性 ：image generation(abstract)

Scendi Score: Prompt-Aware Diversity Evaluation via Schur Complement of CLIP Embeddings

Azim Ospanov, Mohammad Jalali, Farzan Farnia

机构 * The Chinese University of Hong Kong, Department of Computer Science & Engineering（香港中文大学计算机科学与工程系） 纠错

专题命中 图像生成评测 ：text-to-image(abstract)；分类 cs.CV

Toward Using Machine Learning as a Shape Quality Metric for Liver Point Cloud Generation

Khoa Tuan Nguyen, Gaeun Oh, Ho-min Park, Francesca Tozzi, Wouter Willaert, Joris Vankerschaver, Niki Rashidian, Wesley De Neve

机构 * IDLab, ELIS, Ghent University, Ghent, Belgium Center for Biosystems ； Biotech Data Science, Ghent University Global Campus, Incheon, Korea Department of Mathematics, Computer Science 纠错

专题命中 图像生成评测 ：diffusion(abstract)

R-Index: A Robust Metric for IVIM Parameter Estimation on Clinical MRI Scanners

Yan Dai, Xun Jia, Yen-peng Liao, Jie Deng

专题命中 图像生成评测 ：diffusion(abstract)

Inversion-DPO: Precise and Efficient Post-Training for Diffusion Models

Zejian Li, Yize Li, Chenye Meng, Zhongni Liu, Yang Ling, Shengyuan Zhang, Guang Yang, Changyuan Yang, Zhiyuan Yang, Lingyun Sun

机构 * Zhejiang University（浙江大学） ； University of Electronic Science and Technology of China（电子科技大学） ； Peking University（北京大学） ； Alibaba Group（阿里巴巴集团） 纠错

专题命中 效率与蒸馏 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

Comments Accepted by ACM MM25

UltraVSR: Achieving Ultra-Realistic Video Super-Resolution with Efficient One-Step Diffusion Space

Yong Liu, Jinshan Pan, Yinchuan Li, Qingji Dong, Chao Zhu, Yu Guo, Fei Wang

机构 * Xi'an Jiaotong University（西安交通大学） ； Nanjing University of Science and Technology（南京理工大学） ； Huawei Noah's Ark Lab（华为诺亚实验室） 纠错

专题命中 效率与蒸馏 ：diffusion(title,abstract)；text-to-image(abstract)；分类 cs.CV

Comments ACM Multimedia 2025

Enhancing Diffusion-based Dataset Distillation via Adversary-Guided Curriculum Sampling

Lexiao Zou, Gongwei Chen, Yanda Chen, Miao Zhang

机构 * Harbin Institute of Technology, Shenzhen（哈尔滨工业大学（深圳）） 纠错

专题命中 效率与蒸馏 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by ICME2025

Energy-Efficient Federated Learning for Edge Real-Time Vision via Joint Data, Computation, and Communication Design

Xiangwang Hou, Jingjing Wang, Fangming Guan, Jun Du, Chunxiao Jiang, Yong Ren

机构 * Department of Electronic Engineering, Tsinghua University（电子工程系，清华大学） ； School of Cyber Science and Technology, Beihang University（网络安全科学与技术学院，北京航空航天大学） 纠错

专题命中 效率与蒸馏 ：diffusion(abstract)

ELFATT: Efficient Linear Fast Attention for Vision Transformers

Chong Wu, Maolin Che, Renjie Xu, Zhuoheng Ran, Hong Yan

专题命中 效率与蒸馏 ：diffusion(abstract)

Comments Accepted by ACM International Conference on Multimedia (MM '25) [The version includes Appendix]