图像生成

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

Energy-Based Prior Latent Space Diffusion model for Reconstruction of Lumbar Vertebrae from Thick Slice MRI

Yanke Wang, Yolanne Y. R. Lee, Aurelio Dolfini, Markus Reischl, Ender Konukoglu, Kyriakos Flouris

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

Journal ref MICCAI Workshop on Deep Generative Models, 2024

ARTIST: Improving the Generation of Text-rich Images with Disentangled Diffusion Models and Large Language Models

Jianyi Zhang, Yufan Zhou, Jiuxiang Gu, Curtis Wigington, Tong Yu, Yiran Chen, Tong Sun, Ruiyi Zhang

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

Comments Accepted to WACV 2025

Journal ref IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025)

What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?

Guangkai Xu, Yongtao Ge, Mingyu Liu, Chengxiang Fan, Kangyang Xie, Zhiyue Zhao, Hao Chen, Chunhua Shen

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

Comments Code is at: https://github.com/aim-uofa/GenPercept

ReVersion: Diffusion-Based Relation Inversion from Images

Ziqi Huang, Tianxing Wu, Yuming Jiang, Kelvin C. K. Chan, Ziwei Liu

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

Comments SIGGRAPH Asia (Conference Track) 2024, Project page: https://ziqihuangg.github.io/projects/reversion.html Code: https://github.com/ziqihuangg/ReVersion

FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution

Junyang Chen, Jinshan Pan, Jiangxin Dong

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

Comments Project page: https://jychen9811.github.io/FaithDiff_page/

HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior

Li-Yuan Tsao, Hao-Wei Chen, Hao-Wei Chung, Deqing Sun, Chun-Yi Lee, Kelvin C. K. Chan, Ming-Hsuan Yang

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

Comments Project page: https://liyuantsao.github.io/HoliSDiP/

FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing

Kai Huang, Haoming Wang, Wei Gao

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

Comments 28 pages

Frame Interpolation with Consecutive Brownian Bridge Diffusion

Zonglin Lyu, Ming Li, Jianbo Jiao, Chen Chen

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

Comments Formatting

IMPROVE: Improving Medical Plausibility without Reliance on HumanValidation -- An Enhanced Prototype-Guided Diffusion Framework

Anurag Shandilya, Swapnil Bhat, Akshat Gautam, Subhash Yadav, Siddharth Bhatt, Deval Mehta, Kshitij Jadhav

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

From Diffusion to Resolution: Leveraging 2D Diffusion Models for 3D Super-Resolution Task

Bohao Chen, Yanchao Zhang, Yanan Lv, Hua Han, Xi Chen

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

DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-ID

Nyle Siddiqui, Florinel Alin Croitoru, Gaurav Kumar Nayak, Radu Tudor Ionescu, Mubarak Shah

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

Comments Published in WACV 2025