图像生成

Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling

Javier E. Santos, Agnese Marcato, Roman Colman, Nicholas Lubbers, Yen Ting Lin

机构 * Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室） 纠错

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

Towards SFW sampling for diffusion models via external conditioning

Camilo Carvajal Reyes, Joaquín Fontbona, Felipe Tobar

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

Comments Accepcted at IJCNN 2025

Curriculum Direct Preference Optimization for Diffusion and Consistency Models

Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Nicu Sebe, Mubarak Shah

机构 * University of Bucharest（布加勒斯特大学） ； University of Trento（特伦托大学） ； University of Central Florida（中央佛罗里达大学） 纠错

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

Comments Accepted at CVPR 2025

ColorEdit: Training-free Image-Guided Color editing with diffusion model

Xingxi Yin, Zhi Li, Jingfeng Zhang, Chenglin Li, Yin Zhang

机构 * Zhejiang University（浙江大学） 纠错

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

MirrorVerse: Pushing Diffusion Models to Realistically Reflect the World

Ankit Dhiman, Manan Shah, R Venkatesh Babu

机构 * Vision and AI Lab, IISc Bangalore（视觉与人工智能实验室，班加罗尔IISc） ； Samsung R & D Institute India - Bangalore（三星研发研究所-印度班加罗尔） 纠错

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

Comments Accepted to CVPR 2025. Project Page: https://mirror-verse.github.io/

PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model

Xiang Gao, Shuai Yang, Jiaying Liu

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

Comments Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025)

ACE: Attentional Concept Erasure in Diffusion Models

Finn Carter

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

Comments Under Review

Bringing together invertible UNets with invertible attention modules for memory-efficient diffusion models

Karan Jain, Mohammad Nayeem Teli

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

Muon-Accelerated Attention Distillation for Real-Time Edge Synthesis via Optimized Latent Diffusion

Weiye Chen, Qingen Zhu, Qian Long

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

TerDiT: Ternary Diffusion Models with Transformers

Xudong Lu, Aojun Zhou, Ziyi Lin, Qi Liu, Yuhui Xu, Renrui Zhang, Xue Yang, Junchi Yan, Peng Gao, Hongsheng Li

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

Training-Free Style and Content Transfer by Leveraging U-Net Skip Connections in Stable Diffusion

Ludovica Schaerf, Andrea Alfarano, Fabrizio Silvestri, Leonardo Impett

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

Comments Accepted to CVPR Workshop on AI for Creative Visual Content Generation Editing and Understanding 2025

ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement

Runhui Huang, Chunwei Wang, Junwei Yang, Guansong Lu, Yunlong Yuan, Jianhua Han, Lu Hou, Wei Zhang, Lanqing Hong, Hengshuang Zhao, Hang Xu

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

Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model

Yuxuan Zhang, Yirui Yuan, Yiren Song, Jiaming Liu

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

DiTFastAttnV2: Head-wise Attention Compression for Multi-Modality Diffusion Transformers

Hanling Zhang, Rundong Su, Zhihang Yuan, Pengtao Chen, Mingzhu Shen Yibo Fan, Shengen Yan, Guohao Dai, Yu Wang

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

Accelerate High-Quality Diffusion Models with Inner Loop Feedback

Matthew Gwilliam, Han Cai, Di Wu, Abhinav Shrivastava, Zhiyu Cheng

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

Comments submission currently under review; 20 pages, 17 figures, 6 tables

Optimal Stepsize for Diffusion Sampling

Jianning Pei, Han Hu, Shuyang Gu

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

Unified Multimodal Discrete Diffusion

Alexander Swerdlow, Mihir Prabhudesai, Siddharth Gandhi, Deepak Pathak, Katerina Fragkiadaki

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

Comments Project Website: https://unidisc.github.io

Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards

Zijing Hu, Fengda Zhang, Long Chen, Kun Kuang, Jiahui Li, Kaifeng Gao, Jun Xiao, Xin Wang, Wenwu Zhu

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

Comments Accepted to CVPR 2025, add references

Safe and Reliable Diffusion Models via Subspace Projection

Huiqiang Chen, Tianqing Zhu, Linlin Wang, Xin Yu, Longxiang Gao, Wanlei Zhou

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

DiffMoE: Dynamic Token Selection for Scalable Diffusion Transformers

Minglei Shi, Ziyang Yuan, Haotian Yang, Xintao Wang, Mingwu Zheng, Xin Tao, Wenliang Zhao, Wenzhao Zheng, Jie Zhou, Jiwen Lu, Pengfei Wan, Di Zhang, Kun Gai

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

Comments Project Page: https://shiml20.github.io/DiffMoE/

Text-Guided Texturing by Synchronized Multi-View Diffusion

Yuxin Liu, Minshan Xie, Hanyuan Liu, Tien-Tsin Wong

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

Comments 11 pages, 11 figures, technical papers, "Text, Texturing, and Stylization"@SIGGRAPH Asia 2024

DreamLayer: Simultaneous Multi-Layer Generation via Diffusion Mode

Junjia Huang, Pengxiang Yan, Jinhang Cai, Jiyang Liu, Zhao Wang, Yitong Wang, Xinglong Wu, Guanbin Li

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

Comments Under submission

Personalize Anything for Free with Diffusion Transformer

Haoran Feng, Zehuan Huang, Lin Li, Hairong Lv, Lu Sheng

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

Comments https://fenghora.github.io/Personalize-Anything-Page/

Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion Models

Zhenguang Liu, Chao Shuai, Shaojing Fan, Ziping Dong, Jinwu Hu, Zhongjie Ba, Kui Ren

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

Comments Received by CVPR 2025 (10 pages, 11 figures)

DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Jianzong Wu, Chao Tang, Jingbo Wang, Yanhong Zeng, Xiangtai Li, Yunhai Tong

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

Comments [CVPR 2025] The project page is https://jianzongwu.github.io/projects/diffsensei/

Preference Alignment for Diffusion Model via Explicit Denoised Distribution Estimation

Dingyuan Shi, Yong Wang, Hangyu Li, Xiangxiang Chu

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

Adding Additional Control to One-Step Diffusion with Joint Distribution Matching

Yihong Luo, Tianyang Hu, Yifan Song, Jiacheng Sun, Zhenguo Li, Jing Tang

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

ACE: Concept Editing in Diffusion Models without Performance Degradation

Ruipeng Wang, Junfeng Fang, Jiaqi Li, Hao Chen, Jie Shi, Kun Wang, Xiang Wang

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

HanDrawer: Leveraging Spatial Information to Render Realistic Hands Using a Conditional Diffusion Model in Single Stage

Qifan Fu, Xu Chen, Muhammad Asad, Shanxin Yuan, Changjae Oh, Gregory Slabaugh

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

Comments 9 pages

Training-free Diffusion Model Alignment with Sampling Demons

Po-Hung Yeh, Kuang-Huei Lee, Jun-Cheng Chen

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

Comments 35 pages

Journal ref Proceedings of the Thirteenth International Conference on Learning Representations (ICLR 2025)