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ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis

8 May 2025

Papers citing "ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis"

36 / 36 papers shown

Title
DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training Guillermo Jiménez-Pérez Pedro Osório Josef Cersovsky Javier Montalt-Tordera Jens Hooge Steffen Vogler Sadegh Mohammadi MedIm 82 2 0 16 Jul 2024
GenMix: Combining Generative and Mixture Data Augmentation for Medical Image Classification Han S. Lee Haeil Lee Helen Hong MedIm 50 1 0 31 May 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 77 26 0 30 May 2024
DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models Khawar Islam Muhammad Zaigham Zaheer Arif Mahmood Karthik Nandakumar DiffM 59 39 0 05 Apr 2024
M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models Fan Bai Yuxin Du Tiejun Huang Max Q.-H. Meng Bo Zhao 66 42 0 31 Mar 2024
DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception Yibo Wang Ruiyuan Gao Kai Chen Kaiqiang Zhou Yingjie Cai ... Zhenguo Li Lihui Jiang Dit-Yan Yeung Qiang Xu Kai Zhang DiffM 157 25 0 20 Mar 2024
DreamDA: Generative Data Augmentation with Diffusion Models Yunxiang Fu Chaoqi Chen Yu Qiao Yizhou Yu VLM DiffM 65 16 0 19 Mar 2024
Towards Generalizable Tumor Synthesis Qi Chen Xiaoxi Chen Haorui Song Zhiwei Xiong Alan Yuille Chen Wei Zongwei Zhou MedIm 93 45 0 29 Feb 2024
Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models Nicholas Konz Yuwen Chen Haoyu Dong Maciej A. Mazurowski MedIm 66 31 0 07 Feb 2024
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 201 273 0 30 Nov 2023
EMIT-Diff: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Zheyu Zhang Lanhong Yao Bin Wang Debesh Jha Elif Keles Alpay Medetalibeyoglu Ulas Bagci MedIm 71 14 0 19 Oct 2023
MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation Yuan Zhong Suhan Cui Jiaqi Wang Xiaochen Wang Ziyi Yin Yaqing Wang Houping Xiao Mengdi Huai Ting Wang Fenglong Ma MedIm 60 3 0 04 Oct 2023
Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning Chun-Mei Feng Kai Yu Yong Liu Salman Khan W. Zuo VLM 87 83 0 11 Aug 2023
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models Fadi Boutros J. H. Grebe Arjan Kuijper Naser Damer 46 63 0 09 Aug 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 222 2,413 0 04 Jul 2023
Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation Lisa Dunlap Alyssa Umino Han Zhang Jiezhi Yang Joseph E. Gonzalez Trevor Darrell DiffM 62 80 0 25 May 2023
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks Chongyu Qu Tiezheng Zhang Hualin Qiao Jie Liu Yucheng Tang Alan Yuille Zongwei Zhou 115 38 0 16 May 2023
Effective Data Augmentation With Diffusion Models Brandon Trabucco Kyle Doherty Max Gurinas Ruslan Salakhutdinov DiffM VLM 87 255 0 07 Feb 2023
Leaving Reality to Imagination: Robust Classification via Generated Datasets Hritik Bansal Aditya Grover OOD 78 93 0 05 Feb 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 97 2,386 0 19 Dec 2022
Diffusion Probabilistic Models beat GANs on Medical Images Gustav Muller-Franzes J. Niehues Firas Khader Soroosh Tayebi Arasteh Christoph Haarburger ... Tian Wang T. Han S. Nebelung Jakob Nikolas Kather Daniel Truhn DiffM MedIm 61 101 0 14 Dec 2022
Spot the fake lungs: Generating Synthetic Medical Images using Neural Diffusion Models Hazrat Ali Shafaq Murad Zubair Shah DiffM MedIm 95 51 0 02 Nov 2022
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model Junde Wu Rao Fu Huihui Fang Yu Zhang Yehui Yang Haoyi Xiong Huiying Liu Yanwu Xu MedIm VLM DiffM 133 251 0 01 Nov 2022
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 195 1,043 0 07 Sep 2022
How Much More Data Do I Need? Estimating Requirements for Downstream Tasks Rafid Mahmood James Lucas David Acuna Daiqing Li Jonah Philion Jose M. Alvarez Zhiding Yu Sanja Fidler M. Law 54 28 0 04 Jul 2022
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation Yuanfeng Ji Haotian Bai Jie Yang Chongjian Ge Ye Zhu ... Zhuguo Li Lingyan Zhang Wanling Ma Xiang Wan Ping Luo OOD 78 316 0 16 Jun 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 463 15,665 0 20 Dec 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 477 10,367 0 17 Jun 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 241 7,933 0 11 May 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 967 29,731 0 26 Feb 2021
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation Jieneng Chen Yongyi Lu Qihang Yu Xiangde Luo Ehsan Adeli Yan Wang Le Lu Alan Yuille Yuyin Zhou ViT MedIm 98 3,492 0 08 Feb 2021
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction Xi Fang Pingkun Yan SSeg 68 177 0 01 Jan 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 450 20,298 0 23 Oct 2019
A Bayesian Data Augmentation Approach for Learning Deep Models Toan M. Tran Trung T. Pham G. Carneiro L. Palmer Ian Reid 65 233 0 29 Oct 2017
Medical Image Synthesis with Context-Aware Generative Adversarial Networks Dong Nie Roger Trullo Caroline Petitjean S. Ruan Dinggang Shen GAN MedIm 76 687 0 16 Dec 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,341 0 18 May 2015