图像生成

Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context

Rucha Deshpande, Muzaffer Özbey, Hua Li, Mark A. Anastasio, Frank J. Brooks

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

Comments This paper is under consideration at IEEE TMI

Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation

Xinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yiyu Shi

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

Comments MICCAI 2023

Chupa: Carving 3D Clothed Humans from Skinned Shape Priors using 2D Diffusion Probabilistic Models

Byungjun Kim, Patrick Kwon, Kwangho Lee, Myunggi Lee, Sookwan Han, Daesik Kim, Hanbyul Joo

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

Comments Project Page: https://snuvclab.github.io/chupa/

Generative Steganography Diffusion

Ping Wei, Qing Zhou, Zichi Wang, Zhenxing Qian, Xinpeng Zhang, Sheng Li

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

Comments Shall not be reproduced without permission, rights reserved!

DiffuGen: Adaptable Approach for Generating Labeled Image Datasets using Stable Diffusion Models

Michael Shenoda, Edward Kim

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

Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models

Suhyeon Lee, Hyungjin Chung, Minyoung Park, Jonghyuk Park, Wi-Sun Ryu, Jong Chul Ye

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

Comments ICCV23 poster. 15 pages, 9 figures

Diffusion Probabilistic Models beat GANs on Medical Images

Gustav Müller-Franzes, Jan Moritz Niehues, Firas Khader, Soroosh Tayebi Arasteh, Christoph Haarburger, Christiane Kuhl, Tianci Wang, Tianyu Han, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn

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

Journal ref Sci Rep 13, 12098 (2023)

Generate Your Own Scotland: Satellite Image Generation Conditioned on Maps

Miguel Espinosa, Elliot J. Crowley

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

Comments 13 pages, 6 figures. preprint

A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image Reconstruction

Ruoqi Wang, Zhuoyang Chen, Qiong Luo, Feng Wang

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

Comments Accepted by ECAI 2023

DiffI2I: Efficient Diffusion Model for Image-to-Image Translation

Bin Xia, Yulun Zhang, Shiyin Wang, Yitong Wang, Xinglong Wu, Yapeng Tian, Wenming Yang, Radu Timotfe, Luc Van Gool

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

Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model

Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma

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

Comments Accepted by ICCV 2023

Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstruction

Hansheng Chen, Jiatao Gu, Anpei Chen, Wei Tian, Zhuowen Tu, Lingjie Liu, Hao Su

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

Comments ICCV 2023 final version. Project page: https://lakonik.github.io/ssdnerf

Augmenting medical image classifiers with synthetic data from latent diffusion models

Luke W. Sagers, James A. Diao, Luke Melas-Kyriazi, Matthew Groh, Pranav Rajpurkar, Adewole S. Adamson, Veronica Rotemberg, Roxana Daneshjou, Arjun K. Manrai

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

LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation

Koutilya Pnvr, Bharat Singh, Pallabi Ghosh, Behjat Siddiquie, David Jacobs

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

Comments Supplementary material is included in the paper following the references section

Efficient Transfer Learning in Diffusion Models via Adversarial Noise

Xiyu Wang, Baijiong Lin, Daochang Liu, Chang Xu

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

DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-modal Semantic Alignment

Xujie Zhang, Binbin Yang, Michael C. Kampffmeyer, Wenqing Zhang, Shiyue Zhang, Guansong Lu, Liang Lin, Hang Xu, Xiaodan Liang

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

Comments accepted by ICCV2023

Relightify: Relightable 3D Faces from a Single Image via Diffusion Models

Foivos Paraperas Papantoniou, Alexandros Lattas, Stylianos Moschoglou, Stefanos Zafeiriou

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

Comments ICCV 2023, 15 pages, 14 figures. Project page: https://foivospar.github.io/Relightify/

ControlCom: Controllable Image Composition using Diffusion Model

Bo Zhang, Yuxuan Duan, Jun Lan, Yan Hong, Huijia Zhu, Weiqiang Wang, Li Niu

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

Denoising Diffusion Autoencoders are Unified Self-supervised Learners

Weilai Xiang, Hongyu Yang, Di Huang, Yunhong Wang

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

Comments ICCV 2023 Oral

SimDA: Simple Diffusion Adapter for Efficient Video Generation

Zhen Xing, Qi Dai, Han Hu, Zuxuan Wu, Yu-Gang Jiang

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

Diff-CAPTCHA: An Image-based CAPTCHA with Security Enhanced by Denoising Diffusion Model

Ran Jiang, Sanfeng Zhang, Linfeng Liu, Yanbing Peng

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

DiffIR: Efficient Diffusion Model for Image Restoration

Bin Xia, Yulun Zhang, Shiyin Wang, Yitong Wang, Xinglong Wu, Yapeng Tian, Wenming Yang, Luc Van Gool

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

Comments This paper is accepted by ICCV2023. Codes and models are available at https://github.com/Zj-BinXia/DiffIR

Dancing Avatar: Pose and Text-Guided Human Motion Videos Synthesis with Image Diffusion Model

Bosheng Qin, Wentao Ye, Qifan Yu, Siliang Tang, Yueting Zhuang

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

Comments 11 pages, 3 figures

Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks

David Junhao Zhang, Mutian Xu, Chuhui Xue, Wenqing Zhang, Xiaoguang Han, Song Bai, Mike Zheng Shou

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

Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models

Zhongjie Duan, Chengyu Wang, Cen Chen, Jun Huang, Weining Qian

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

Comments 13 pages, 5 figures

Open-vocabulary Object Segmentation with Diffusion Models

Ziyi Li, Qinye Zhou, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

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

Inst-Inpaint: Instructing to Remove Objects with Diffusion Models

Ahmet Burak Yildirim, Vedat Baday, Erkut Erdem, Aykut Erdem, Aysegul Dundar

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

Degeneration-Tuning: Using Scrambled Grid shield Unwanted Concepts from Stable Diffusion

Zixuan Ni, Longhui Wei, Jiacheng Li, Siliang Tang, Yueting Zhuang, Qi Tian

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

Journal ref ACM MM 2023

DiffPose: SpatioTemporal Diffusion Model for Video-Based Human Pose Estimation

Runyang Feng, Yixing Gao, Tze Ho Elden Tse, Xueqing Ma, Hyung Jin Chang

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

Comments This paper is accepted to ICCV 2023

SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired Image-to-Image Translation

Shikun Sun, Longhui Wei, Junliang Xing, Jia Jia, Qi Tian

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