Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation

29 September 2022

Papers citing "Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation"

50 / 51 papers shown

Title
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 21 0 0 14 May 2025
Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models Yankai Jiang Peng Zhang D. Yang Yuan Tian Hai Lin X. Wang MedIm 55 0 0 05 May 2025
Bringing together invertible UNets with invertible attention modules for memory-efficient diffusion models Karan Jain Mohammad Nayeem Teli MedIm 22 0 0 15 Apr 2025
PathSegDiff: Pathology Segmentation using Diffusion model representations Sachin Kumar Danisetty Alexandros Graikos Srikar Yellapragada Dimitris Samaras MedIm 19 0 0 09 Apr 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification Jianwei Zhao Xin Li Fan Yang Qiang Zhai Ao Luo Yang Zhao Hong-wei Cheng Huazhu Fu DiffM MedIm 48 0 0 16 Mar 2025
Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification Yimin Zhu Linlin Xu DiffM 50 1 0 27 Feb 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 95 17 0 17 Jan 2025
SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models Sabina Martyniak Joanna Kaleta Diego DallÁlba Michał Naskręt Szymon Płotka Przemysław Korzeniowski MedIm 66 0 0 03 Dec 2024
Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images Suhyun Ahn Wonjung Park Jihoon Cho Seunghyuck Park Jinah Park MedIm 26 0 0 29 Oct 2024
LPUWF-LDM: Enhanced Latent Diffusion Model for Precise Late-phase UWF-FA Generation on Limited Dataset Zhaojie Fang Xiao Yu Guanyu Zhou Ke Zhuang Yifei Chen ... Qing Wu Juan Ye Maimaiti Nuliqiman Peifang Xu Ahmed Elazab MedIm 21 0 0 01 Sep 2024
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer Sungmin Kang Jaeha Song Jihie Kim MedIm 29 1 0 01 Aug 2024
Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow Removal Ziqi Zeng Chen Zhao Weiling Cai Chenyu Dong DiffM 36 4 0 01 Jul 2024
Scalp Diagnostic System With Label-Free Segmentation and Training-Free Image Translation Youngmin Kim Saejin Kim Hoyeon Moon Youngjae Yu Junhyug Noh MedIm 27 0 0 25 Jun 2024
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation Chun-Hung Wu Shih-Hong Chen Chih-Yao Hu Hsin-Yu Wu Kai-Hsin Chen Yu-You Chen Chih-Hai Su Chih-Kuo Lee Yu-Lun Liu 52 2 0 03 Jun 2024
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation Hongxu Jiang Muhammad Imran Linhai Ma Teng Zhang Yuyin Zhou Muxua Liang Kuang Gong Wei Shao DiffM MedIm 47 14 0 23 May 2024
Towards Generalizable Tumor Synthesis Qi Chen Xiaoxi Chen Haorui Song Zhiwei Xiong Alan L. Yuille Chen Wei Zongwei Zhou MedIm 50 38 0 29 Feb 2024
Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey Jiayuan Chen You Shi Changyan Yi Hongyang Du Jiawen Kang Dusit Niyato 32 21 0 22 Jan 2024
Diffusion-C: Unveiling the Generative Challenges of Diffusion Models through Corrupted Data Keywoong Bae Suan Lee Wookey Lee DiffM 15 1 0 14 Dec 2023
PCRDiffusion: Diffusion Probabilistic Models for Point Cloud Registration Yue Wu Yongzhe Yuan Xiaolong Fan Xiaoshui Huang Maoguo Gong Qiguang Miao DiffM 32 2 0 11 Dec 2023
DiffusionMat: Alpha Matting as Sequential Refinement Learning Yangyang Xu Shengfeng He Wenqi Shao Kwan-Yee K. Wong Yu Qiao Ping Luo DiffM 16 3 0 22 Nov 2023
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features Chenfeng Xu Huan Ling Sanja Fidler Or Litany 8 14 0 07 Nov 2023
Diffusion-based Radiotherapy Dose Prediction Guided by Inter-slice Aware Structure Encoding Zheng-Kai Feng L. Wen Jianghong Xiao Yuanyuan Xu Xi Wu Jiliu Zhou Xingchen Peng Yan Wang DiffM MedIm 8 8 0 06 Nov 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 31 3 0 24 Oct 2023
A Comprehensive Review of Generative AI in Healthcare Yasin Shokrollahi Sahar Yarmohammadtoosky Matthew M. Nikahd Pengfei Dong Xianqi Li Linxia Gu MedIm AI4CE 8 19 0 01 Oct 2023
Reconstruction of Patient-Specific Confounders in AI-based Radiologic Image Interpretation using Generative Pretraining T. Han Laura vZigutyt.e L. Huck M. Huppertz R. Siepmann ... Firas Khader Christiane Kuhl S. Nebelung Jakob Kather Daniel Truhn MedIm 17 3 0 29 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 16 0 0 12 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 17 1 0 04 Sep 2023
Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation Robert Graf Joachim Schmitt Sarah Schlaeger Hendrik Kristian Möller Vasiliki Sideri-Lampretsa ... S. M. Krieg Benedikt Wiestler Bjoern H. Menze Daniel Rueckert Jan Stefan Kirschke MedIm DiffM 26 19 0 18 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 11 23 0 05 Aug 2023
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation Boah Kim Y. Oh Bradford J. Wood Ronald M. Summers Jong Chul Ye DiffM MedIm 22 5 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 24 28 0 31 Jul 2023
FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation Tianyi Shi Xiao-Hua Ding L. Zhang Xin Yang 13 5 0 14 Jul 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang G. Koulieris Hubert P. H. Shum DiffM 27 50 0 07 Jun 2023
DFormer: Diffusion-guided Transformer for Universal Image Segmentation Hefeng Wang Jiale Cao Rao Muhammad Anwer J. Xie F. Khan Yanwei Pang DiffM 23 17 0 06 Jun 2023
DENTEX: An Abnormal Tooth Detection with Dental Enumeration and Diagnosis Benchmark for Panoramic X-rays Ibrahim Ethem Hamamci Sezgin Er Enis Simsar Atif Emre Yuksel Sadullah Gultekin ... Sarthak Pati B. Stadlinger A. Mehl M. Gundogar Bjoern H. Menze 26 14 0 30 May 2023
Unsupervised Discovery of 3D Hierarchical Structure with Generative Diffusion Features Nurislam Tursynbek Marc Niethammer MedIm DiffM 8 5 0 28 Apr 2023
Ambiguous Medical Image Segmentation using Diffusion Models Aimon Rahman Jeya Maria Jose Valanarasu I. Hacihaliloglu V. Patel MedIm DiffM 27 99 0 10 Apr 2023
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion Sauradip Nag Xiatian Zhu Jiankang Deng Yi-Zhe Song Tao Xiang DiffM VGen 25 21 0 27 Mar 2023
Denoising Diffusion Post-Processing for Low-Light Image Enhancement Savvas Panagiotou Anna Sergeevna Bosman DiffM 25 15 0 16 Mar 2023
DiffusionAD: Norm-guided One-step Denoising Diffusion for Anomaly Detection Hui Zhang Zheng Wang Zuxuan Wu Yu-Gang Jiang DiffM 24 23 0 15 Mar 2023
DiffusionDepth: Diffusion Denoising Approach for Monocular Depth Estimation Yiqun Duan Xianda Guo Zhengbiao Zhu DiffM MDE 44 66 0 09 Mar 2023
MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer Junde Wu Rao Fu Huihui Fang Min Xu Yu Zhang Yanwu Xu DiffM MedIm 33 156 0 19 Jan 2023
DiffusionDet: Diffusion Model for Object Detection Shoufa Chen Pei Sun Yibing Song Ping Luo 13 437 0 17 Nov 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 35 351 0 14 Nov 2022
A Generalist Framework for Panoptic Segmentation of Images and Videos Ting-Li Chen Lala Li Saurabh Saxena Geoffrey E. Hinton David J. Fleet VGen MLLM 19 102 0 12 Oct 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 211 1,330 0 24 Jan 2022
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 195 508 0 06 Dec 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 325 1,584 0 10 Nov 2021
A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation E. Ahn D. Feng Jinman Kim 19 26 0 11 Jul 2021
You Only Need Adversarial Supervision for Semantic Image Synthesis V. Sushko Edgar Schönfeld Dan Zhang Juergen Gall Bernt Schiele Anna Khoreva GAN 188 183 0 08 Dec 2020