图像生成

Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection

Lichen Bai, Shitong Shao, Zikai Zhou, Zipeng Qi, Zhiqiang Xu, Haoyi Xiong, Zeke Xie

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

FunEditor: Achieving Complex Image Edits via Function Aggregation with Diffusion Models

Mohammadreza Samadi, Fred X. Han, Mohammad Salameh, Hao Wu, Fengyu Sun, Chunhua Zhou, Di Niu

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

Re-Attentional Controllable Video Diffusion Editing

Yuanzhi Wang, Yong Li, Mengyi Liu, Xiaoya Zhang, Xin Liu, Zhen Cui, Antoni B. Chan

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

Comments Accepted by AAAI 2025. Codes are released at: https://github.com/mdswyz/ReAtCo

LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model

Xi Wang, Hongzhen Li, Heng Fang, Yichen Peng, Haoran Xie, Xi Yang, Chuntao Li

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

Comments Project Page: https://meaoxixi.github.io/LineArt/

Video Diffusion Models are Strong Video Inpainter

Minhyeok Lee, Suhwan Cho, Chajin Shin, Jungho Lee, Sunghun Yang, Sangyoun Lee

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

Comments Accepted to AAAI 2025

DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model

Zheyuan Zhang, Lanhong Yao, Bin Wang, Debesh Jha, Gorkem Durak, Elif Keles, Alpay Medetalibeyoglu, Ulas Bagci

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

Comments Accepted by IEEE TRANSACTIONS ON MEDICAL IMAGING

Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction

Sai Qian Zhang, Ziyun Li, Chuan Guo, Saeed Mahloujifar, Deeksha Dangwal, Edward Suh, Barbara De Salvo, Chiao Liu

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

The Art of Deception: Color Visual Illusions and Diffusion Models

Alex Gomez-Villa, Kai Wang, Alejandro C. Parraga, Bartlomiej Twardowski, Jesus Malo, Javier Vazquez-Corral, Joost van de Weijer

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

EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM

Zhuofan Zong, Dongzhi Jiang, Bingqi Ma, Guanglu Song, Hao Shao, Dazhong Shen, Yu Liu, Hongsheng Li

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

Comments Tech report

Multimodal Latent Language Modeling with Next-Token Diffusion

Yutao Sun, Hangbo Bao, Wenhui Wang, Zhiliang Peng, Li Dong, Shaohan Huang, Jianyong Wang, Furu Wei

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

InvDiff: Invariant Guidance for Bias Mitigation in Diffusion Models

Min Hou, Yueying Wu, Chang Xu, Yu-Hao Huang, Chenxi Bai, Le Wu, Jiang Bian

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

Comments KDD 2025

EvolvED: Evolutionary Embeddings to Understand the Generation Process of Diffusion Models

Vidya Prasad, Hans van Gorp, Christina Humer, Ruud J. G. van Sloun, Anna Vilanova, Nicola Pezzotti

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

Bigger is not Always Better: Scaling Properties of Latent Diffusion Models

Kangfu Mei, Zhengzhong Tu, Mauricio Delbracio, Hossein Talebi, Vishal M. Patel, Peyman Milanfar

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

Comments Accepted to TMLR. Camera-ready version

Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models

Daiki Miyake, Akihiro Iohara, Yu Saito, Toshiyuki Tanaka

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

Comments 20 pages, 14 figures

MoViE: Mobile Diffusion for Video Editing

Adil Karjauv, Noor Fathima, Ioannis Lelekas, Fatih Porikli, Amir Ghodrati, Amirhossein Habibian

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

Comments 8 pages

Nested Diffusion Models Using Hierarchical Latent Priors

Xiao Zhang, Ruoxi Jiang, Rebecca Willett, Michael Maire

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

VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide

Dohun Lee, Bryan S Kim, Geon Yeong Park, Jong Chul Ye

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

Comments 26 pages, 19 figures, Project Page: https://dohunlee1.github.io/videoguide.github.io/

COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing

Jiangshan Wang, Yue Ma, Jiayi Guo, Yicheng Xiao, Gao Huang, Xiu Li

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

Comments NeurIPS 2024

A Noise is Worth Diffusion Guidance

Donghoon Ahn, Jiwon Kang, Sanghyun Lee, Jaewon Min, Minjae Kim, Wooseok Jang, Hyoungwon Cho, Sayak Paul, SeonHwa Kim, Eunju Cha, Kyong Hwan Jin, Seungryong Kim

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

Comments Project page: https://cvlab-kaist.github.io/NoiseRefine/

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM

Quang Nguyen, Truong Vu, Trong-Tung Nguyen, Yuxin Wen, Preston K Robinette, Taylor T Johnson, Tom Goldstein, Anh Tran, Khoi Nguyen

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

DuoDiff: Accelerating Diffusion Models with a Dual-Backbone Approach

Daniel Gallo Fernández, Răzvan-Andrei Matişan, Alejandro Monroy Muñoz, Ana-Maria Vasilcoiu, Janusz Partyka, Tin Hadži Veljković, Metod Jazbec

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

Comments Accepted to NeurIPS, see https://openreview.net/forum?id=G7E4tNmmHD

Orthogonal Adaptation for Modular Customization of Diffusion Models

Ryan Po, Guandao Yang, Kfir Aberman, Gordon Wetzstein

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

Comments Project page: https://ryanpo.com/ortha/ Hugging Face Demo: https://huggingface.co/spaces/ujin-song/ortha

Boosting Latent Diffusion with Flow Matching

Johannes Schusterbauer, Ming Gui, Pingchuan Ma, Nick Stracke, Stefan A. Baumann, Vincent Tao Hu, Björn Ommer

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

Comments ECCV 2024 (Oral), Project Page: https://compvis.github.io/fm-boosting/

Partially Conditioned Patch Parallelism for Accelerated Diffusion Model Inference

XiuYu Zhang, Zening Luo, Michelle E. Lu

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

ImageFolder: Autoregressive Image Generation with Folded Tokens

Xiang Li, Kai Qiu, Hao Chen, Jason Kuen, Jiuxiang Gu, Bhiksha Raj, Zhe Lin

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

Comments Code: https://github.com/lxa9867/ImageFolder

Sharp-It: A Multi-view to Multi-view Diffusion Model for 3D Synthesis and Manipulation

Yiftach Edelstein, Or Patashnik, Dana Cohen-Bar, Lihi Zelnik-Manor

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

Comments Project page at https://yiftachede.github.io/Sharp-It/

Concept Replacer: Replacing Sensitive Concepts in Diffusion Models via Precision Localization

Lingyun Zhang, Yu Xie, Yanwei Fu, Ping Chen

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

TinyFusion: Diffusion Transformers Learned Shallow

Gongfan Fang, Kunjun Li, Xinyin Ma, Xinchao Wang

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

LoyalDiffusion: A Diffusion Model Guarding Against Data Replication

Chenghao Li, Yuke Zhang, Dake Chen, Jingqi Xu, Peter A. Beerel

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

Comments 13 pages, 6 figures, Submission to CVPR 2025

Learning on Less: Constraining Pre-trained Model Learning for Generalizable Diffusion-Generated Image Detection

Yingjian Chen, Lei Zhang, Yakun Niu, Lei Tan, Pei Chen

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