图像生成

Towards Reliable Identification of Diffusion-based Image Manipulations

Alex Costanzino, Woody Bayliss, Juil Sock, Marc Gorriz Blanch, Danijela Horak, Ivan Laptev, Philip Torr, Fabio Pizzati

机构 * University of Bologna（博洛尼亚大学） ； BBC AI（BBC人工智能部门） ； MBZUAI（马克斯·普朗克人工智能研究所） ； University of Oxford（牛津大学） 纠错

专题命中 图像编辑 ：diffusion(title,abstract)；分类 cs.CV

Comments Project page at https://alex-costanzino.github.io/radar/

RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions

Bimsara Pathiraja, Maitreya Patel, Shivam Singh, Yezhou Yang, Chitta Baral

机构 * Arizona State University（亚利桑那州立大学） 纠错

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments Project page: \url{http://refedit.vercel.app}

Beyond Editing Pairs: Fine-Grained Instructional Image Editing via Multi-Scale Learnable Regions

Chenrui Ma, Xi Xiao, Tianyang Wang, Yanning Shen

机构 * Department of Electronic Engineering and Computer Science University of California, Irvine（电子工程与计算机科学系 加州大学尔湾分校） ； Department of Computer Science University of Alabama at Birmingham（计算机科学系 阿拉巴马大学伯明翰分校） 纠错

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Understanding Generative AI Capabilities in Everyday Image Editing Tasks

Mohammad Reza Taesiri, Brandon Collins, Logan Bolton, Viet Dac Lai, Franck Dernoncourt, Trung Bui, Anh Totti Nguyen

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments Code and qualitative examples are available at: https://psrdataset.github.io

KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models

Yongliang Wu, Zonghui Li, Xinting Hu, Xinyu Ye, Xianfang Zeng, Gang Yu, Wenbo Zhu, Bernt Schiele, Ming-Hsuan Yang, Xu Yang

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments 39 pages, 36 figures

Multi-turn Consistent Image Editing

Zijun Zhou, Yingying Deng, Xiangyu He, Weiming Dong, Fan Tang

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所） 纠错

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing

Ming Li, Xin Gu, Fan Chen, Xiaoying Xing, Longyin Wen, Chen Chen, Sijie Zhu

机构 * ByteDance Intelligent Creation (USA)（字节跳动智能创作（美国）） ； Center for Research in Computer Vision, University of Central Florida（计算机视觉研究中心，中央佛罗里达大学） 纠错

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments Code, Data and Models are available at: https://github.com/bytedance/SuperEdit

Improving Editability in Image Generation with Layer-wise Memory

Daneul Kim, Jaeah Lee, Jaesik Park

机构 * Seoul National University（首尔国立大学） 纠错

专题命中 图像编辑 ：image generation(title)；image editing(abstract)；分类 cs.CV

Comments CVPR 2025. Project page : https://carpedkm.github.io/projects/improving_edit/index.html

$\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Siwei Yang, Mude Hui, Bingchen Zhao, Yuyin Zhou, Nataniel Ruiz, Cihang Xie

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments Project Page: https://ucsc-vlaa.github.io/Complex-Edit/, Dataset: https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit

EditCLIP: Representation Learning for Image Editing

Qian Wang, Aleksandar Cvejic, Abdelrahman Eldesokey, Peter Wonka

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments Project page: https://qianwangx.github.io/EditCLIP/

TarPro: Targeted Protection against Malicious Image Editing

Kaixin Shen, Ruijie Quan, Jiaxu Miao, Jun Xiao, Yi Yang

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning

Tsu-Jui Fu, Xin Eric Wang, Scott Grafton, Miguel Eckstein, William Yang Wang

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments EMNLP'20 (Oral)

StyleSSP: Sampling StartPoint Enhancement for Training-free Diffusion-based Method for Style Transfer

Ruojun Xu, Weijie Xi, Xiaodi Wang, Yongbo Mao, Zach Cheng

专题命中 图像编辑 ：diffusion(title,abstract)；分类 cs.CV

KV-Edit: Training-Free Image Editing for Precise Background Preservation

Tianrui Zhu, Shiyi Zhang, Jiawei Shao, Yansong Tang

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments Project webpage is available at https://xilluill.github.io/projectpages/KV-Edit

DyArtbank: Diverse Artistic Style Transfer via Pre-trained Stable Diffusion and Dynamic Style Prompt Artbank

Zhanjie Zhang, Quanwei Zhang, Guangyuan Li, Junsheng Luan, Mengyuan Yang, Yun Wang, Lei Zhao

专题命中 图像编辑 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by Knowledge-Based Systems

AttenST: A Training-Free Attention-Driven Style Transfer Framework with Pre-Trained Diffusion Models

Bo Huang, Wenlun Xu, Qizhuo Han, Haodong Jing, Ying Li

专题命中 图像编辑 ：diffusion(title,abstract)；分类 cs.CV

Hands-off Image Editing: Language-guided Editing without any Task-specific Labeling, Masking or even Training

Rodrigo Santos, António Branco, João Silva, João Rodrigues

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments Published in COLING 2025

CCA: Collaborative Competitive Agents for Image Editing

Tiankai Hang, Shuyang Gu, Dong Chen, Xin Geng, Baining Guo

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments The article has been accepted by Frontiers of Computer Science (FCS), with the DOI: {10.1007/s11704-025-41244-0}

PromptArtisan: Multi-instruction Image Editing in Single Pass with Complete Attention Control

Kunal Swami, Raghu Chittersu, Pranav Adlinge, Rajeev Irny, Shashavali Doodekula, Alok Shukla

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments Accepted in ICASSP 2025

Exploring Iterative Manifold Constraint for Zero-shot Image Editing

Maomao Li, Yu Li, Yunfei Liu, Dong Xu

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments 17 pages

Action-based image editing guided by human instructions

Maria Mihaela Trusca, Mingxiao Li, Marie-Francine Moens

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Mapping the Mind of an Instruction-based Image Editing using SMILE

Zeinab Dehghani, Koorosh Aslansefat, Adil Khan, Adín Ramírez Rivera, Franky George, Muhammad Khalid

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Move and Act: Enhanced Object Manipulation and Background Integrity for Image Editing

Pengfei Jiang, Mingbao Lin, Fei Chao

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments Accepted by AAAI 2025

Leveraging LLMs for On-the-Fly Instruction Guided Image Editing

Rodrigo Santos, João Silva, António Branco

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

InsightEdit: Towards Better Instruction Following for Image Editing

Yingjing Xu, Jie Kong, Jiazhi Wang, Xiao Pan, Bo Lin, Qiang Liu

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

FreeStyle: Free Lunch for Text-guided Style Transfer using Diffusion Models

Feihong He, Gang Li, Fuhui Sun, Mengyuan Zhang, Lingyu Si, Xiaoyan Wang, Li Shen

专题命中 图像编辑 ：diffusion(title,abstract)；分类 cs.CV

Learning Action and Reasoning-Centric Image Editing from Videos and Simulations

Benno Krojer, Dheeraj Vattikonda, Luis Lara, Varun Jampani, Eva Portelance, Christopher Pal, Siva Reddy

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments NeurIPS 2024 (Dataset & Benchmarks)

Edit-Your-Motion: Space-Time Diffusion Decoupling Learning for Video Motion Editing

Yi Zuo, Lingling Li, Licheng Jiao, Fang Liu, Xu Liu, Wenping Ma, Shuyuan Yang, Yuwei Guo

专题命中 图像编辑 ：diffusion(title,abstract)；分类 cs.CV

FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction

Runze He, Kai Ma, Linjiang Huang, Shaofei Huang, Jialin Gao, Xiaoming Wei, Jiao Dai, Jizhong Han, Si Liu

专题命中 图像编辑 ：image editing(title,abstract)；分类 cs.CV

Comments 14 pages, 14 figures, project website: https://freeedit.github.io/

Towards Highly Realistic Artistic Style Transfer via Stable Diffusion with Step-aware and Layer-aware Prompt

Zhanjie Zhang, Quanwei Zhang, Huaizhong Lin, Wei Xing, Juncheng Mo, Shuaicheng Huang, Jinheng Xie, Guangyuan Li, Junsheng Luan, Lei Zhao, Dalong Zhang, Lixia Chen

专题命中 图像编辑 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by IJCAI2024