Diffusion Models for Implicit Image Segmentation Ensembles

6 December 2021

Robin Sandkühler

Papers citing "Diffusion Models for Implicit Image Segmentation Ensembles"

50 / 149 papers shown

Title
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic Segmentation Yasufumi Kawano Yoshimitsu Aoki DiffM 32 4 0 17 Mar 2024
Towards Generalizable Tumor Synthesis Qi Chen Xiaoxi Chen Haorui Song Zhiwei Xiong Alan L. Yuille Chen Wei Zongwei Zhou MedIm 50 41 0 29 Feb 2024
WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis Paul Friedrich J. Wolleb Florentin Bieder Alicia Durrer P. Cattin MedIm 49 17 0 29 Feb 2024
Structure Preserving Diffusion Models Haoye Lu S. Szabados Yaoliang Yu DiffM 61 3 0 29 Feb 2024
Denoising Diffusion Models for Inpainting of Healthy Brain Tissue Alicia Durrer P. Cattin J. Wolleb MedIm 29 4 0 27 Feb 2024
SynthBrainGrow: Synthetic Diffusion Brain Aging for Longitudinal MRI Data Generation in Young People Anna Zapaishchykova Benjamin H. Kann Divyanshu Tak Z. Ye Daphne A. Haas-Kogan Hugo J. W. L. Aerts 28 0 0 22 Feb 2024
Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion models Tianyi Ren Abhishek Sharma Juampablo Heras Rivera Harshitha Rebala Ethan Honey Agamdeep Chopra Jacob Ruzevick Mehmet Kurt DiffM MedIm 32 0 0 12 Feb 2024
Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models N. Konz Yuwen Chen Haoyu Dong Maciej Mazurowski MedIm 27 28 0 07 Feb 2024
Tyche: Stochastic In-Context Learning for Medical Image Segmentation Marianne Rakic Hallee E. Wong Jose Javier Gonzalez Ortiz Beth Cimini John Guttag Adrian V. Dalca 36 11 0 24 Jan 2024
Siamese Meets Diffusion Network: SMDNet for Enhanced Change Detection in High-Resolution RS Imagery Jia Jia Geunho Lee Zhibo Wang Zhi Lyu Yuchu He DiffM 34 7 0 17 Jan 2024
Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation F. Zaman Mathews Jacob Amanda Chang Kan Liu Milan Sonka Xiaodong Wu DiffM MedIm 29 1 0 19 Dec 2023
Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models Senmao Li Taihang Hu Fahad Shahbaz Khan Linxuan Li Shiqi Yang Yaxing Wang Ming-Ming Cheng Jian Yang DiffM 34 1 0 15 Dec 2023
Semantic Image Synthesis for Abdominal CT Zhuang Yan Benjamin Hou T. Mathai Pritam Mukherjee Boah Kim Ronald M. Summers DiffM MedIm 24 10 0 11 Dec 2023
SP-DiffDose: A Conditional Diffusion Model for Radiation Dose Prediction Based on Multi-Scale Fusion of Anatomical Structures, Guided by SwinTransformer and Projector Linjie Fu Xia Li Xiuding Cai Yingkai Wang Xueyao Wang Yu Yao Y. Shen MedIm 38 3 0 11 Dec 2023
PCRDiffusion: Diffusion Probabilistic Models for Point Cloud Registration Yue Wu Yongzhe Yuan Xiaolong Fan Xiaoshui Huang Maoguo Gong Qiguang Miao DiffM 36 2 0 11 Dec 2023
ResEnsemble-DDPM: Residual Denoising Diffusion Probabilistic Models for Ensemble Learning Zhenning Shi Changsheng Dong Xueshuo Xie Bin Pan Along He Li Tao DiffM MedIm 44 0 0 04 Dec 2023
Point Cloud Pre-training with Diffusion Models Xiao Zheng Xiaoshui Huang Guofeng Mei Yuenan Hou Zhaoyang Lyu Bo Dai Wanli Ouyang Yongshun Gong 23 20 0 25 Nov 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 35 18 0 19 Nov 2023
MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion Di Chang Yichun Shi Quankai Gao Jessica Fu Hongyi Xu Guoxian Song Qing Yan Yizhe Zhu Xiao Yang Mohammad Soleymani DiffM VGen 19 49 0 18 Nov 2023
MonoDiffusion: Self-Supervised Monocular Depth Estimation Using Diffusion Model Shuwei Shao Zhongcai Pei Weihai Chen Dingchi Sun Peter C. Y. Chen Zhengguo Li MDE DiffM 21 7 0 13 Nov 2023
Enhancing Rock Image Segmentation in Digital Rock Physics: A Fusion of Generative AI and State-of-the-Art Neural Networks Zhaoyang Ma Xupeng He Hyung Kwak Jun Gao Shuyu Sun Bicheng Yan AI4CE 31 3 0 10 Nov 2023
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features Chenfeng Xu Huan Ling Sanja Fidler Or Litany 20 14 0 07 Nov 2023
Exploring Iterative Refinement with Diffusion Models for Video Grounding Xiao Liang Tao Shi Yaoyuan Liang Te Tao Shao-Lun Huang DiffM 29 1 0 26 Oct 2023
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles Xing Shen Hengguan Huang Brennan Nichyporuk Tal Arbel MedIm 43 4 0 24 Oct 2023
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Haonan Wang Xiaomeng Li 35 29 0 17 Oct 2023
FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators Haiping Wang Yuan Liu Bing Wang Yujing Sun Zhenchao Dong Wenping Wang Bisheng Yang DiffM 35 10 0 05 Oct 2023
Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation Quang H. Nguyen T. Vu Anh Tran Kim Dan Nguyen DiffM 30 83 0 25 Sep 2023
Multiple Noises in Diffusion Model for Semi-Supervised Multi-Domain Translation Tsiry Mayet Simon Bernard Clément Chatelain Romain Hérault DiffM 45 0 0 25 Sep 2023
Generalised Diffusion Probabilistic Scale-Spaces Pascal Peter DiffM 24 0 0 15 Sep 2023
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation Zhiqing Zhang Guojia Fan Tianyong Liu Nan Li Yuyang Liu Ziyu Liu Canwei Dong Shoujun Zhou DiffM MedIm 27 0 0 12 Sep 2023
Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction Qinghui Liu E. Fuster-García I. T. Hovden Donatas Sederevičius Karoline Skogen ... Till Schellhorn P. Brandal A. Bjørnerud K. Emblem Kyrre Eeg Emblem 30 3 0 11 Sep 2023
From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion Models Changming Xiao Qi Yang Feng Zhou Changshui Zhang 33 17 0 08 Sep 2023
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation Vishnuvardhan Purma Suhas Srinath Seshan Srirangarajan A. Kakkar Prathosh A.P. MedIm DiffM 30 2 0 04 Sep 2023
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model Fengxiang Bie Yibo Yang Zhongzhu Zhou Adam Ghanem Minjia Zhang ... Pareesa Ameneh Golnari David A. Clifton Yuxiong He Dacheng Tao Shuaiwen Leon Song EGVM 33 18 0 02 Sep 2023
A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models Yunguan Fu Yiwen Li Shaheer U. Saeed Matthew J Clarkson Yipeng Hu DiffM MedIm 29 6 0 30 Aug 2023
DiffusionVMR: Diffusion Model for Joint Video Moment Retrieval and Highlight Detection Henghao Zhao Kevin Qinghong Lin Rui Yan Zechao Li VGen DiffM 37 1 0 29 Aug 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 39 14 0 26 Aug 2023
PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage Deguo Ma Chen Li Lin Qiao Tianming Du Dechao Tang Zhiyu Ma M. Grzegorzek Hongzan Sun 36 4 0 21 Aug 2023
ECPC-IDS:A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions Dechao Tang Tianming Du Deguo Ma Zhiyuan Ma Hongzan Sun M. Grzegorzek Huiyan Jiang Chen Li 40 2 0 16 Aug 2023
Energy-Guided Diffusion Model for CBCT-to-CT Synthesis Linjie Fu Xia Li Xiuding Cai Dongkai Miao Yu Yao Yali Shen DiffM MedIm 24 5 0 07 Aug 2023
Photorealistic and Identity-Preserving Image-Based Emotion Manipulation with Latent Diffusion Models Ioannis Pikoulis P. Filntisis Petros Maragos 32 2 0 06 Aug 2023
DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation Afshin Bozorgpour Yousef Sadegheih A. Kazerouni Reza Azad Dorit Merhof DiffM MedIm 21 24 0 05 Aug 2023
Diffusion-Augmented Depth Prediction with Sparse Annotations Jiaqi Li Yiran Wang Zihao Huang Jinghong Zheng Ke Xian Zhiguo Cao Jianming Zhang DiffM 10 10 0 04 Aug 2023
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging M. Valiuddin Christiaan G. A. Viviers R. V. Sloun Peter H. N. de With Fons van der Sommen UQCV 28 2 0 31 Jul 2023
Contrastive Conditional Latent Diffusion for Audio-visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yun-Qiu Lv Yiran Zhong Yuchao Dai DiffM 43 28 0 31 Jul 2023
Generative AI for Medical Imaging: extending the MONAI Framework W. H. Pinaya M. Graham E. Kerfoot Petru-Daniel Tudosiu J. Dafflon ... Andrew Feng Marc Modat P. Nachev Sebastien Ourselin M. Jorge Cardoso SyDa MedIm 42 64 0 27 Jul 2023
Pre-Training with Diffusion models for Dental Radiography segmentation Jérémy Rousseau C. Alaka E. Covili H. Mayard L. Misrachi Willy Au DiffM MedIm AI4CE 41 4 0 26 Jul 2023
TabADM: Unsupervised Tabular Anomaly Detection with Diffusion Models Guy Zamberg Moshe Salhov Ofir Lindenbaum Amir Averbuch DiffM 21 3 0 23 Jul 2023
Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis S. Dar A. Ghanaat Jannik Kahmann Isabelle Ayx Theano Papavassiliu Stefan O. Schoenberg Sandy Engelhardt DiffM MedIm 21 17 0 03 Jul 2023
Renderers are Good Zero-Shot Representation Learners: Exploring Diffusion Latents for Metric Learning Michael Tang David Shustin DiffM 20 0 0 19 Jun 2023