图像生成

MObI: Multimodal Object Inpainting Using Diffusion Models

Alexandru Buburuzan, Anuj Sharma, John Redford, Puneet K. Dokania, Romain Mueller

机构 * FiveAI ； The University of Manchester（曼彻斯特大学） ； University of Oxford（牛津大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

Comments 8 pages; Project page at https://alexbubu.com/mobi

D$^2$iT: Dynamic Diffusion Transformer for Accurate Image Generation

Weinan Jia, Mengqi Huang, Nan Chen, Lei Zhang, Zhendong Mao

专题命中 扩散模型 ：image generation(title,abstract)；diffusion(title,abstract)；分类 cs.CV

Financial Models in Generative Art: Black-Scholes-Inspired Concept Blending in Text-to-Image Diffusion

Divya Kothandaraman, Ming Lin, Dinesh Manocha

专题命中 扩散模型 ：text-to-image(title,abstract)；diffusion(title,abstract)；分类 cs.CV

Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis

Yousef Yeganeh, Azade Farshad, Ioannis Charisiadis, Marta Hasny, Martin Hartenberger, Björn Ommer, Nassir Navab, Ehsan Adeli

专题命中 扩散模型 ：diffusion(title,abstract)；image synthesis(title)；image generation(abstract)；分类 cs.CV

Comments Accepted to CVPR 2025 (highlight)

DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation

Hao Phung, Quan Dao, Trung Dao, Hoang Phan, Dimitris Metaxas, Anh Tran

专题命中 扩散模型 ：image generation(title,abstract)；diffusion(title,abstract)；分类 cs.CV

Comments Accepted to NeurIPS 2024. Project page: https://vinairesearch.github.io/DiMSUM/

I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting

Nicola Fanelli, Gennaro Vessio, Giovanna Castellano

专题命中 扩散模型 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

Comments Accepted at WACV 2025

Disentangling Instruction Influence in Diffusion Transformers for Parallel Multi-Instruction-Guided Image Editing

Hui Liu, Bin Zou, Suiyun Zhang, Kecheng Chen, Rui Liu, Haoliang Li

专题命中 扩散模型 ：diffusion(title,abstract)；image editing(title,abstract)；分类 cs.CV

Comments 14 pages, 8 figures

FaR: Enhancing Multi-Concept Text-to-Image Diffusion via Concept Fusion and Localized Refinement

Gia-Nghia Tran, Quang-Huy Che, Trong-Tai Dam Vu, Bich-Nga Pham, Vinh-Tiep Nguyen, Trung-Nghia Le, Minh-Triet Tran

专题命中 扩散模型 ：text-to-image(title,abstract)；diffusion(title,abstract)；分类 cs.CV

FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing

Yufan Ren, Zicong Jiang, Tong Zhang, Søren Forchhammer, Sabine Süsstrunk

专题命中 扩散模型 ：image editing(title,abstract)；diffusion(title)；text-to-image(abstract)；分类 cs.CV

Comments 8 pages (main paper)

Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models

Jinho Jeong, Sangmin Han, Jinwoo Kim, Seon Joo Kim

专题命中 扩散模型 ：image generation(title,abstract)；diffusion(title,abstract)；分类 cs.CV

Comments Accepted by CVPR 2025

Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models!

Arash Marioriyad, Mohammadali Banayeeanzade, Reza Abbasi, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah

专题命中 扩散模型 ：text-to-image(title,abstract)；diffusion(title,abstract)；分类 cs.CV

Comments TMLR - 2025

Journal ref Transactions on Machine Learning Research, 2025, 2835-8856

Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model

Yifan Duan, Jian Zhao, pengcheng, Junyuan Mao, Hao Wu, Jingyu Xu, Shilong Wang, Caoyuan Ma, Kai Wang, Kun Wang, Xuelong Li

专题命中 扩散模型 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation

Vlad Hondru, Radu Tudor Ionescu

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(title)；image synthesis(abstract)；分类 cs.CV

Comments Accepted in Artificial Intelligence Review

DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models

Zhendong Wang, Jianmin Bao, Shuyang Gu, Dong Chen, Wengang Zhou, Houqiang Li

专题命中 扩散模型 ：image generation(title,abstract)；diffusion(title,abstract)；分类 cs.CV

Comments Accepted by CVPR 2025

DiffKAN-Inpainting: KAN-based Diffusion model for brain tumor inpainting

Tianli Tao, Ziyang Wang, Han Zhang, Theodoros N. Arvanitis, Le Zhang

专题命中 扩散模型 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

FacaDiffy: Inpainting Unseen Facade Parts Using Diffusion Models

Thomas Froech, Olaf Wysocki, Yan Xia, Junyu Xie, Benedikt Schwab, Daniel Cremers, Thomas H. Kolbe

专题命中 扩散模型 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

Comments Accepted for GeoSpatial Week 2025, ISPRS Annals

Ultrasound Image Generation using Latent Diffusion Models

Benoit Freiche, Anthony El-Khoury, Ali Nasiri-Sarvi, Mahdi S. Hosseini, Damien Garcia, Adrian Basarab, Mathieu Boily, Hassan Rivaz

专题命中 扩散模型 ：image generation(title,abstract)；diffusion(title,abstract)；分类 cs.CV

Comments 6 pages conference paper for SPIE medical imaging

Preference Alignment on Diffusion Model: A Comprehensive Survey for Image Generation and Editing

Sihao Wu, Xiaonan Si, Chi Xing, Jianhong Wang, Gaojie Jin, Guangliang Cheng, Lijun Zhang, Xiaowei Huang

专题命中 扩散模型 ：image generation(title,abstract)；diffusion(title,abstract)；分类 cs.CV

Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models

Dvir Samuel, Barak Meiri, Haggai Maron, Yoad Tewel, Nir Darshan, Shai Avidan, Gal Chechik, Rami Ben-Ari

专题命中 扩散模型 ：diffusion(title,abstract)；text-to-image(title)；image editing(abstract)；分类 cs.CV

Comments Accepted to ICLR25. Project Page: https://barakmam.github.io/rnri.github.io/

VipDiff: Towards Coherent and Diverse Video Inpainting via Training-free Denoising Diffusion Models

Chaohao Xie, Kai Han, Kwan-Yee K. Wong

专题命中 扩散模型 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

Comments 10 pages, 5 Figures (Accepted at WACV 2025)

DiffuEraser: A Diffusion Model for Video Inpainting

Xiaowen Li, Haolan Xue, Peiran Ren, Liefeng Bo

专题命中 扩散模型 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

Comments 11pages, 13figures

Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model

Dominik Winter, Nicolas Triltsch, Marco Rosati, Anatoliy Shumilov, Ziya Kokaragac, Yuri Popov, Thomas Padel, Laura Sebastian Monasor, Ross Hill, Markus Schick, Nicolas Brieu

专题命中 扩散模型 ：image generation(title,abstract)；diffusion(title,abstract)；分类 cs.CV

Comments 5 pages

InpDiffusion: Image Inpainting Localization via Conditional Diffusion Models

Kai Wang, Shaozhang Niu, Qixian Hao, Jiwei Zhang

专题命中 扩散模型 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

CorrFill: Enhancing Faithfulness in Reference-based Inpainting with Correspondence Guidance in Diffusion Models

Kuan-Hung Liu, Cheng-Kun Yang, Min-Hung Chen, Yu-Lun Liu, Yen-Yu Lin

专题命中 扩散模型 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV

Comments WACV 2025. Project page: https://corrfill.github.io/

StereoDiffusion: Training-Free Stereo Image Generation Using Latent Diffusion Models

Lezhong Wang, Jeppe Revall Frisvad, Mark Bo Jensen, Siavash Arjomand Bigdeli

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(title)；inpainting(abstract)；分类 cs.CV

Comments Updated to CVPR 2024 GCV accepted version

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024, pp. 7416-7425

Fashionability-Enhancing Outfit Image Editing with Conditional Diffusion Models

Qice Qin, Yuki Hirakawa, Ryotaro Shimizu, Takuya Furusawa, Edgar Simo-Serra

专题命中 扩散模型 ：diffusion(title,abstract)；image editing(title)；image generation(abstract)；分类 cs.CV

Comments 11 pages, 6 figures

Diffusion-Based Conditional Image Editing through Optimized Inference with Guidance

Hyunsoo Lee, Minsoo Kang, Bohyung Han

专题命中 扩散模型 ：diffusion(title,abstract)；image editing(title)；text-to-image(abstract)；分类 cs.CV

Comments WACV 2025

Enhancing Diffusion Models for High-Quality Image Generation

Jaineet Shah, Michael Gromis, Rickston Pinto

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(title)；image synthesis(abstract)；分类 cs.CV

Unsupervised Region-Based Image Editing of Denoising Diffusion Models

Zixiang Li, Yue Song, Renshuai Tao, Xiaohong Jia, Yao Zhao, Wei Wang

专题命中 扩散模型 ：diffusion(title,abstract)；image editing(title)；image generation(abstract)；分类 cs.CV

Diffusion Models with Anisotropic Gaussian Splatting for Image Inpainting

Jacob Fein-Ashley, Benjamin Fein-Ashley

专题命中 扩散模型 ：diffusion(title,abstract)；inpainting(title,abstract)；分类 cs.CV