图像生成

DiffCap: Exploring Continuous Diffusion on Image Captioning

Yufeng He, Zefan Cai, Xu Gan, Baobao Chang

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

Affordance Diffusion: Synthesizing Hand-Object Interactions

Yufei Ye, Xueting Li, Abhinav Gupta, Shalini De Mello, Stan Birchfield, Jiaming Song, Shubham Tulsiani, Sifei Liu

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

Comments accepted to CVPR22, change fig 2 from .pdf to .jpg for adobe compatibility

Pyramid Diffusion Models For Low-light Image Enhancement

Dewei Zhou, Zongxin Yang, Yi Yang

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

Comments IJCAI2023

Analyzing Bias in Diffusion-based Face Generation Models

Malsha V. Perera, Vishal M. Patel

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

MagicVideo: Efficient Video Generation With Latent Diffusion Models

Daquan Zhou, Weimin Wang, Hanshu Yan, Weiwei Lv, Yizhe Zhu, Jiashi Feng

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

Real-World Denoising via Diffusion Model

Cheng Yang, Lijing Liang, Zhixun Su

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

GlyphDiffusion: Text Generation as Image Generation

Junyi Li, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen

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

Comments working in progress

Single-View Height Estimation with Conditional Diffusion Probabilistic Models

Isaac Corley, Peyman Najafirad

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

Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models

Patrick Schramowski, Manuel Brack, Björn Deiseroth, Kristian Kersting

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

Comments Proceedings of the 22nd IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models

Seung Wook Kim, Bradley Brown, Kangxue Yin, Karsten Kreis, Katja Schwarz, Daiqing Li, Robin Rombach, Antonio Torralba, Sanja Fidler

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

Comments CVPR 2023

Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model

Zhiyuan Ren, Zhihong Pan, Xin Zhou, Le Kang

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

Comments Accepted by ICASSP 2023

Improving Diffusion Models for Scene Text Editing with Dual Encoders

Jiabao Ji, Guanhua Zhang, Zhaowen Wang, Bairu Hou, Zhifei Zhang, Brian Price, Shiyu Chang

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

Comments 22 pages, 19 figures

Mask-conditioned latent diffusion for generating gastrointestinal polyp images

Roman Macháček, Leila Mozaffari, Zahra Sepasdar, Sravanthi Parasa, Pål Halvorsen, Michael A. Riegler, Vajira Thambawita

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

Binary Latent Diffusion

Ze Wang, Jiang Wang, Zicheng Liu, Qiang Qiu

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

DDRF: Denoising Diffusion Model for Remote Sensing Image Fusion

ZiHan Cao, ShiQi Cao, Xiao Wu, JunMing Hou, Ran Ran, Liang-Jian Deng

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

Diffusion Models as Masked Autoencoders

Chen Wei, Karttikeya Mangalam, Po-Yao Huang, Yanghao Li, Haoqi Fan, Hu Xu, Huiyu Wang, Cihang Xie, Alan Yuille, Christoph Feichtenhofer

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

Comments Tech report. Project page: https://weichen582.github.io/diffmae.html

DITTO-NeRF: Diffusion-based Iterative Text To Omni-directional 3D Model

Hoigi Seo, Hayeon Kim, Gwanghyun Kim, Se Young Chun

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

Comments Project page: https://janeyeon.github.io/ditto-nerf/

ViT-DAE: Transformer-driven Diffusion Autoencoder for Histopathology Image Analysis

Xuan Xu, Saarthak Kapse, Rajarsi Gupta, Prateek Prasanna

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

Comments Submitted to MICCAI 2023

A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion

Haomin Zhuang, Yihua Zhang, Sijia Liu

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

Comments The 3rd Workshop of Adversarial Machine Learning on Computer Vision: Art of Robustness

Textile Pattern Generation Using Diffusion Models

Halil Faruk Karagoz, Gulcin Baykal, Irem Arikan Eksi, Gozde Unal

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

Comments Accepted at ITFC 2023

Token Merging for Fast Stable Diffusion

Daniel Bolya, Judy Hoffman

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

Comments Check out the code at https://github.com/dbolya/tomesd

DiffCollage: Parallel Generation of Large Content with Diffusion Models

Qinsheng Zhang, Jiaming Song, Xun Huang, Yongxin Chen, Ming-Yu Liu

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

Comments CVPR 2023 project page https://research.nvidia.com/labs/dir/diffcollage

Towards Practical Plug-and-Play Diffusion Models

Hyojun Go, Yunsung Lee, Jin-Young Kim, Seunghyun Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi

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

Comments CVPR 2023 camera-ready

Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding

Gyeongman Kim, Hajin Shim, Hyunsu Kim, Yunjey Choi, Junho Kim, Eunho Yang

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

Comments CVPR 2023. Our project page: https://diff-video-ae.github.io

ShiftDDPMs: Exploring Conditional Diffusion Models by Shifting Diffusion Trajectories

Zijian Zhang, Zhou Zhao, Jun Yu, Qi Tian

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

Comments Accepted by AAAI 2023 Conference

CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI Synthesis

Lan Jiang, Ye Mao, Xi Chen, Xiangfeng Wang, Chao Li

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

Comments 8 pages

BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models

Bo Li, Kaitao Xue, Bin Liu, Yu-Kun Lai

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

Comments 18 pages, 13 figures

Wavelet Diffusion Models are fast and scalable Image Generators

Hao Phung, Quan Dao, Anh Tran

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

Comments Accepted to CVPR 2023

Pix2Video: Video Editing using Image Diffusion

Duygu Ceylan, Chun-Hao Paul Huang, Niloy J. Mitra

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

Text2Tex: Text-driven Texture Synthesis via Diffusion Models

Dave Zhenyu Chen, Yawar Siddiqui, Hsin-Ying Lee, Sergey Tulyakov, Matthias Nießner

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

Comments Project page: https://daveredrum.github.io/Text2Tex/