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StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining

17 March 2024

Papers citing "StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining"

31 / 81 papers shown

Title
Diffusion Models for Implicit Image Segmentation Ensembles J. Wolleb Robin Sandkühler Florentin Bieder Philippe Valmaggia Philippe C. Cattin DiffM MedIm VLM 205 275 0 06 Dec 2021
Learning Multiple Dense Prediction Tasks from Partially Annotated Data Weihong Li Xialei Liu Hakan Bilen 84 41 0 29 Nov 2021
Multi-task manifold learning for small sample size datasets Hideaki Ishibashi Kazushi Higa T. Furukawa 24 12 0 23 Nov 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 486 1,654 0 10 Nov 2021
Breaking the Dilemma of Medical Image-to-image Translation Lingke Kong Chenyu Lian Detian Huang Zhenjiang Li Yanle Hu Qichao Zhou GAN MedIm 92 140 0 13 Oct 2021
Efficiently Identifying Task Groupings for Multi-Task Learning Christopher Fifty Ehsan Amid Zhe Zhao Tianhe Yu Rohan Anil Chelsea Finn 295 255 1 10 Sep 2021
Deep Learning-based Frozen Section to FFPE Translation Kutsev Bengisu Ozyoruk Sermet Can Guliz Irem Gokceler K. Başak D. Demir ... Tiffany Y. Chen Drew F. K. Williamson F. Yılmaz Faisal Mahmood Mehmet Turan 101 8 0 25 Jul 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 306 7,958 0 11 May 2021
Combating Mode Collapse in GAN training: An Empirical Analysis using Hessian Eigenvalues Ricard Durall Avraam Chatzimichailidis P. Labus J. Keuper GAN 66 60 0 17 Dec 2020
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 217 625 0 10 Sep 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 89 1,235 0 30 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 759 18,408 0 19 Jun 2020
Linformer: Self-Attention with Linear Complexity Sinong Wang Belinda Z. Li Madian Khabsa Han Fang Hao Ma 219 1,719 0 08 Jun 2020
Unpaired Image-to-Image Translation using Adversarial Consistency Loss Yihao Zhao Ruihai Wu Hao Dong 140 120 0 10 Mar 2020
Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation Runfa Chen Wenbing Huang B. Huang F. Sun Bin Fang 92 168 0 29 Feb 2020
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning Simon Vandenhende Stamatios Georgoulis Luc Van Gool 90 224 0 19 Jan 2020
Gradient Surgery for Multi-Task Learning Tianhe Yu Saurabh Kumar Abhishek Gupta Sergey Levine Karol Hausman Chelsea Finn 191 1,230 0 19 Jan 2020
AttentionGAN: Unpaired Image-to-Image Translation using Attention-Guided Generative Adversarial Networks Hao Tang Hong Liu Dan Xu Philip Torr N. Sebe GAN 88 212 0 27 Nov 2019
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation Junho Kim Minjae Kim Hyeonwoo Kang Kwanghee Lee ViT 48 560 0 25 Jul 2019
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
Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology David Tellez G. Litjens Péter Bándi W. Bulten J. Bokhorst F. Ciompi Jeroen van der Laak MedIm OOD 60 487 0 18 Feb 2019
Diversity-Sensitive Conditional Generative Adversarial Networks Dingdong Yang Seunghoon Hong Y. Jang Tianchen Zhao Honglak Lee GAN 111 216 0 25 Jan 2019
GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis Zhaoyang Xu Xingru Huang C. F. Moro B. Bozóky Qianni Zhang 56 82 0 13 Jan 2019
HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images S. Graham Q. Vu S. Raza A. Azam Yee Wah Tsang J. T. Kwak Nasir M. Rajpoot 83 1,036 0 16 Dec 2018
Bias and Generalization in Deep Generative Models: An Empirical Study Shengjia Zhao Hongyu Ren Arianna Yuan Jiaming Song Noah D. Goodman Stefano Ermon AI4CE 61 137 0 08 Nov 2018
PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning Y. Rivenson Tairan Liu Zhensong Wei Yibo Zhang Aydogan Ozcan 57 327 0 20 Jul 2018
Distribution Matching Losses Can Hallucinate Features in Medical Image Translation Joseph Paul Cohen Margaux Luck S. Honari OOD MedIm 85 284 0 22 May 2018
Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue Y. Rivenson Hongda Wang Zhensong Wei Yibo Zhang Harun Günaydın Aydogan Ozcan MedIm 3DV 58 513 0 30 Mar 2018
Demystifying MMD GANs Mikolaj Binkowski Danica J. Sutherland Michael Arbel Arthur Gretton EGVM 192 1,501 0 04 Jan 2018
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 168 2,737 0 02 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 340 19,711 0 21 Nov 2016