图像生成

Improving Nonalcoholic Fatty Liver Disease Classification Performance With Latent Diffusion Models

Romain Hardy, Joe Klepich, Ryan Mitchell, Steve Hall, Jericho Villareal, Cornelia Ilin

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

Comments 36 pages, 13 figures

Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation

Robert Graf, Joachim Schmitt, Sarah Schlaeger, Hendrik Kristian Möller, Vasiliki Sideri-Lampretsa, Anjany Sekuboyina, Sandro Manuel Krieg, Benedikt Wiestler, Bjoern Menze, Daniel Rueckert, Jan Stefan Kirschke

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

Comments 35 pages, 7 figures, Code and a model weights available https://doi.org/10.5281/zenodo.8221159 and https://doi.org/10.5281/zenodo.8198697

Journal ref Eur Radiol Exp 7, 70 (2023)

Robust semi-supervised segmentation with timestep ensembling diffusion models

Margherita Rosnati, Melanie Roschewitz, Ben Glocker

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

Comments Published at Machine Learning for Health (ML4H) 2023, presented at Medical Imaging meets NeurIPS 2023 and Deep Generative Models for Health Workshop NeurIPS 2023

MonoDiffusion: Self-Supervised Monocular Depth Estimation Using Diffusion Model

Shuwei Shao, Zhongcai Pei, Weihai Chen, Dingchi Sun, Peter C. Y. Chen, Zhengguo Li

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

Comments 10 pages, 8 figures

Weakly-supervised deepfake localization in diffusion-generated images

Dragos Tantaru, Elisabeta Oneata, Dan Oneata

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

Comments Accepted at WACV'24

Taming Diffusion Models for Music-driven Conducting Motion Generation

Zhuoran Zhao, Jinbin Bai, Delong Chen, Debang Wang, Yubo Pan

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

Comments Accepted by AAAI 2023 Summer Symposium with Best Paper Award

Sampler Scheduler for Diffusion Models

Zitong Cheng

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

A 3D Conditional Diffusion Model for Image Quality Transfer -- An Application to Low-Field MRI

Seunghoi Kim, Henry F. J. Tregidgo, Ahmed K. Eldaly, Matteo Figini, Daniel C. Alexander

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

Semantic Map Guided Synthesis of Wireless Capsule Endoscopy Images using Diffusion Models

Haejin Lee, Jeongwoo Ju, Jonghyuck Lee, Yeoun Joo Lee, Heechul Jung

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

Diffusion Shape Prior for Wrinkle-Accurate Cloth Registration

Jingfan Guo, Fabian Prada, Donglai Xiang, Javier Romero, Chenglei Wu, Hyun Soo Park, Takaaki Shiratori, Shunsuke Saito

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

Comments Project page: https://www-users.cse.umn.edu/~guo00109/projects/3dv2024/

Score Normalization for a Faster Diffusion Exponential Integrator Sampler

Guoxuan Xia, Duolikun Danier, Ayan Das, Stathi Fotiadis, Farhang Nabiei, Ushnish Sengupta, Alberto Bernacchia

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

BrainNetDiff: Generative AI Empowers Brain Network Generation via Multimodal Diffusion Model

Yongcheng Zong, Shuqiang Wang

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

Wonder3D: Single Image to 3D using Cross-Domain Diffusion

Xiaoxiao Long, Yuan-Chen Guo, Cheng Lin, Yuan Liu, Zhiyang Dou, Lingjie Liu, Yuexin Ma, Song-Hai Zhang, Marc Habermann, Christian Theobalt, Wenping Wang

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

Comments Project page: https://www.xxlong.site/Wonder3D/

3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features

Chenfeng Xu, Huan Ling, Sanja Fidler, Or Litany

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

Comments Project page: \url{https://research.nvidia.com/labs/toronto-ai/3difftection/}

DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models

Jamie Wynn, Daniyar Turmukhambetov

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

Comments CVPR 2023. Updated LPIPS scores in Table 1

I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models

Shiwei Zhang, Jiayu Wang, Yingya Zhang, Kang Zhao, Hangjie Yuan, Zhiwu Qin, Xiang Wang, Deli Zhao, Jingren Zhou

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

Comments Project page: https://i2vgen-xl.github.io

3DifFusionDet: Diffusion Model for 3D Object Detection with Robust LiDAR-Camera Fusion

Xinhao Xiang, Simon Dräger, Jiawei Zhang

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

SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction

Xinyuan Chen, Yaohui Wang, Lingjun Zhang, Shaobin Zhuang, Xin Ma, Jiashuo Yu, Yali Wang, Dahua Lin, Yu Qiao, Ziwei Liu

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

Comments Project page: https://vchitect.github.io/SEINE-project/

DiffDP: Radiotherapy Dose Prediction via a Diffusion Model

Zhenghao Feng, Lu Wen, Peng Wang, Binyu Yan, Xi Wu, Jiliu Zhou, Yan Wang

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

Comments to be published in MICCAI 2023

Bipartite Graph Diffusion Model for Human Interaction Generation

Baptiste Chopin, Hao Tang, Mohamed Daoudi

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

Comments accepted in WACV 2024

Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram Generation

Hadrien Reynaud, Bernhard Kainz

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

Comments MedNeurIPS 2023 poster

Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI

Ziyun Liang, Harry Anthony, Felix Wagner, Konstantinos Kamnitsas

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

Comments Accepted in Multiscale Multimodal Medical Imaging workshop in MICCAI 2023

Optimal Transport-Guided Conditional Score-Based Diffusion Models

Xiang Gu, Liwei Yang, Jian Sun, Zongben Xu

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

Comments Accepted in NeurIPS 2023

Expanding Expressiveness of Diffusion Models with Limited Data via Self-Distillation based Fine-Tuning

Jiwan Hur, Jaehyun Choi, Gyojin Han, Dong-Jae Lee, Junmo Kim

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

Comments WACV 2024

Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos

Divyanshu Mishra, He Zhao, Pramit Saha, Aris T. Papageorghiou, J. Alison Noble

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

Comments Published in MICCAI 2023

LatentWarp: Consistent Diffusion Latents for Zero-Shot Video-to-Video Translation

Yuxiang Bao, Di Qiu, Guoliang Kang, Baochang Zhang, Bo Jin, Kaiye Wang, Pengfei Yan

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

Synthesizing Diabetic Foot Ulcer Images with Diffusion Model

Reza Basiri, Karim Manji, Francois Harton, Alisha Poonja, Milos R. Popovic, Shehroz S. Khan

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

Comments 8 pages, 3 figures, 6th Workshop on AI for Aging, Rehabilitation and Intelligent Assisted Living at European Conference on Machine Learning, Italy, 2023

Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels

Zebin You, Yong Zhong, Fan Bao, Jiacheng Sun, Chongxuan Li, Jun Zhu

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

Comments Accepted to NeurIPS 2023

Seeing Through the Conversation: Audio-Visual Speech Separation based on Diffusion Model

Suyeon Lee, Chaeyoung Jung, Youngjoon Jang, Jaehun Kim, Joon Son Chung

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

Comments Project page with demo: https://mm.kaist.ac.kr/projects/avdiffuss/

VideoCrafter1: Open Diffusion Models for High-Quality Video Generation

Haoxin Chen, Menghan Xia, Yingqing He, Yong Zhang, Xiaodong Cun, Shaoshu Yang, Jinbo Xing, Yaofang Liu, Qifeng Chen, Xintao Wang, Chao Weng, Ying Shan

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

Comments Tech Report; Github: https://github.com/AILab-CVC/VideoCrafter Homepage: https://ailab-cvc.github.io/videocrafter/