Denoising Diffusion Probabilistic Models for Generation of Realistic
Fully-Annotated Microscopy Image Data Sets

Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets

2 January 2023

Dennis Eschweiler

Rüveyda Yilmaz

Matisse Baumann

Daniel Brückner

Johannes Stegmaier

Papers citing "Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets"

11 / 11 papers shown

Title
A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis Yuli Wu Fucheng Liu Rüveyda Yilmaz Henning Konermann Peter Walter Johannes Stegmaier EGVM MedIm 48 1 0 24 Feb 2025
Improving 3D deep learning segmentation with biophysically motivated cell synthesis Roman Bruch Mario Vitacolonna Elina Nurnberg Simeon Sauer Rüdiger Rudolf Markus Reischl 21 1 0 29 Aug 2024
Synthetic dual image generation for reduction of labeling efforts in semantic segmentation of micrographs with a customized metric function Matias Oscar Volman Stern Dominic Hohs Markos Diomataris Michael J. Black Gerhard Schneider DiffM 29 0 0 01 Aug 2024
Replication in Visual Diffusion Models: A Survey and Outlook Wenhao Wang Yifan Sun Zongxin Yang Zhengdong Hu Zhentao Tan Yi Yang 84 6 0 07 Jul 2024
Deep Generative Sampling in the Dual Divergence Space: A Data-efficient & Interpretative Approach for Generative AI Sahil Garg Anderson Schneider Anant Raj Kashif Rasul Yuriy Nevmyvaka S. Gopal Amit Dhurandhar Guillermo Cecchi Irina Rish 18 0 0 10 Apr 2024
Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow Fields Rüveyda Yilmaz Dennis Eschweiler Johannes Stegmaier VGen MedIm DiffM 36 5 0 26 Mar 2024
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation Yuli Wu Weidong He Dennis Eschweiler Ningxin Dou Zixin Fan Shengli Mi Peter Walter Johannes Stegmaier MedIm DiffM 27 3 0 09 Nov 2023
AnyStar: Domain randomized universal star-convex 3D instance segmentation Neel Dey S. M. Abulnaga Benjamin Billot Esra Abaci Turk P. E. Grant Adrian V. Dalca Polina Golland MedIm 31 10 0 13 Jul 2023
Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning S. E. Ada Erhan Öztop Emre Ugur OffRL 40 15 0 10 Jul 2023
Robust 3D Cell Segmentation: Extending the View of Cellpose Dennis Eschweiler Richard S. Smith Johannes Stegmaier 14 20 0 03 May 2021
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 190 5,173 0 16 Sep 2016