URCDM: Ultra-Resolution Image Synthesis in Histopathology

URCDM: Ultra-Resolution Image Synthesis in Histopathology

18 July 2024

Sarah Cechnicka

James G. C. Ball

Hadrien Reynaud

Catherine Horsfield

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Papers citing "URCDM: Ultra-Resolution Image Synthesis in Histopathology"

16 / 16 papers shown

Title
Realistic Data Enrichment for Robust Image Segmentation in Histopathology Sarah Cechnicka James G. C. Ball Hadrien Reynaud C. Arthurs C. Roufosse Bernhard Kainz DiffM 63 5 0 19 Apr 2023
On Distillation of Guided Diffusion Models Chenlin Meng Robin Rombach Ruiqi Gao Diederik P. Kingma Stefano Ermon Jonathan Ho Tim Salimans VLM DiffM 80 535 0 06 Oct 2022
Federated Stain Normalization for Computational Pathology Nicolas Wagner Moritz Fuchs Yuri Tolkach Anirban Mukhopadhyay OOD FedML MedIm 80 12 0 29 Sep 2022
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance Segmentation Yi Lin Zeyu Wang Kwang-Ting Cheng Hao Chen MedIm 39 27 0 30 Jun 2022
Any-resolution Training for High-resolution Image Synthesis Lucy Chai Michael Gharbi Eli Shechtman Phillip Isola Richard Y. Zhang 71 71 0 14 Apr 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 298 30,152 0 01 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 511 15,788 0 20 Dec 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 185 1,603 0 23 Jun 2021
In&Out : Diverse Image Outpainting via GAN Inversion Yen-Chi Cheng C. Lin Hsin-Ying Lee Jian Ren Sergey Tulyakov Ming-Hsuan Yang DiffM 58 70 0 01 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 420 5,005 0 24 Feb 2021
Overcoming the limitations of patch-based learning to detect cancer in whole slide images Ozan Ciga Tony Xu S. Nofech-Mozes S. Noy F. Lu Anne L. Martel 68 41 0 01 Dec 2020
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 385 6,592 0 26 Nov 2020
Improved Precision and Recall Metric for Assessing Generative Models Tuomas Kynkaanniemi Tero Karras S. Laine J. Lehtinen Timo Aila EGVM 105 867 0 15 Apr 2019
You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery A. V. Etten ObjD 81 304 0 24 May 2018
The Effectiveness of Data Augmentation in Image Classification using Deep Learning Luis Perez Jason Wang 84 2,793 0 13 Dec 2017
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 484 16,922 0 20 Dec 2013

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