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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"

50 / 81 papers shown

Title
Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges Yuan Zhang Xinfeng Zhang Xiaoming Qi Xinyu Wu Feng Chen Guanyu Yang Huazhu Fu MedIm LM&MA AI4CE 153 0 0 16 May 2025
BoundarySeg:An Embarrassingly Simple Method To Boost Medical Image Segmentation Performance for Low Data Regimes Tushar Kataria Shireen Y. Elhabian 122 0 0 14 May 2025
ImplicitStainer: Data-Efficient Medical Image Translation for Virtual Antibody-based Tissue Staining Using Local Implicit Functions Tushar Kataria Beatrice Knudsen Shireen Y. Elhabian DiffM MedIm 67 0 0 14 May 2025
Super-resolved virtual staining of label-free tissue using diffusion models Yijie Zhang Luzhe Huang N. Pillar Yuezun Li Hanlong Chen Aydogan Ozcan 60 3 0 26 Oct 2024
MAISI: Medical AI for Synthetic Imaging Pengfei Guo Can Zhao Dong Yang Ziyue Xu Vishwesh Nath ... Benjamin D. Simon Mason J Belue Stephanie Harmon Baris Turkbey Daguang Xu DiffM MedIm 77 25 0 13 Sep 2024
VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains Shikha Dubey Yosep Chong Beatrice Knudsen Shireen Y. Elhabian VLM 91 7 0 26 Jul 2024
Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model Dominik Winter Nicolas Triltsch Marco Rosati Anatoliy Shumilov Ziya Kokaragac ... T. Padel L. S. Monasor Ross Hill Markus Schick N. Brieu DiffM MedIm 97 3 0 16 Jul 2024
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision Jay Shah Ganesh Bikshandi Ying Zhang Vijay Thakkar Pradeep Ramani Tri Dao 138 157 0 11 Jul 2024
Diffusion Models and Representation Learning: A Survey Michael Fuest Pingchuan Ma Ming Gui Johannes S. Fischer Vincent Tao Hu Bjorn Ommer DiffM 87 24 0 30 Jun 2024
F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation M. M. Ho Shikha Dubey Yosep Chong Beatrice Knudsen Tolga Tasdizen MedIm AI4CE 81 5 0 19 Apr 2024
Joint-Task Regularization for Partially Labeled Multi-Task Learning Kento Nishi Junsik Kim Wanhua Li Hanspeter Pfister 104 2 0 02 Apr 2024
StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation Sidi Wu Yizi Chen Samuel Mermet L. Hurni Konrad Schindler Nicolas Gonthier Loic Landrieu GAN 86 9 0 29 Mar 2024
HEMIT: H&E to Multiplex-immunohistochemistry Image Translation with Dual-Branch Pix2pix Generator Chang Bian Beth Philips T. Cootes Martin Fergie MedIm 117 3 0 27 Mar 2024
DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data Hanrong Ye Dan Xu DiffM 91 6 0 22 Mar 2024
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models Wenhao Wang Yi Yang VGen DiffM 106 38 0 10 Mar 2024
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 281 1,188 0 25 Nov 2023
Expanding Expressiveness of Diffusion Models with Limited Data via Self-Distillation based Fine-Tuning Jiwan Hur Jaehyun Choi Gyojin Han Dong-Jae Lee Junmo Kim 74 5 0 02 Nov 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 78 16 0 26 Aug 2023
Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon Shikha Dubey Tushar Kataria Beatrice Knudsen Shireen Y. Elhabian 47 6 0 25 Aug 2023
InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model Jueqi Wang J. Levman W. H. Pinaya Petru-Daniel Tudosiu M. Jorge Cardoso Razvan Marinescu DiffM MedIm 91 23 0 23 Aug 2023
ADASSM: Adversarial Data Augmentation in Statistical Shape Models From Images Mokshagna Sai Teja Karanam Tushar Kataria Krithika S. Iyer Shireen Y. Elhabian MedIm 62 4 0 06 Jul 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models G. Stein Jesse C. Cresswell Rasa Hosseinzadeh Yi Sui Brendan Leigh Ross Valentin Villecroze Zhaoyan Liu Anthony L. Caterini J. E. T. Taylor Gabriel Loaiza-Ganem EGVM 142 108 0 07 Jun 2023
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge Beomsu Kim Gihyun Kwon Kwanyoung Kim Jong Chul Ye DiffM OT 71 65 0 24 May 2023
Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models Zhendong Wang Yi Ding Huangjie Zheng Peihao Wang Pengcheng He Zhangyang Wang Weizhu Chen Mingyuan Zhou 80 108 0 25 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 392 3,506 0 14 Apr 2023
Text-to-image Diffusion Models in Generative AI: A Survey Chenshuang Zhang Chaoning Zhang Mengchun Zhang In So Kweon VLM 111 280 0 14 Mar 2023
Adaptive Supervised PatchNCE Loss for Learning H&E-to-IHC Stain Translation with Inconsistent Groundtruth Image Pairs Fangda Li Zhiqiang Hu Wen Chen A. Kak 50 27 0 10 Mar 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 184 4,180 1 10 Feb 2023
ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning Junguang Jiang Baixu Chen Junwei Pan Ximei Wang Liu Dapeng Jie Jiang Mingsheng Long MoMe 66 22 0 30 Jan 2023
Fast Sampling of Diffusion Models via Operator Learning Hongkai Zheng Weili Nie Arash Vahdat Kamyar Azizzadenesheli Anima Anandkumar DiffM 125 152 0 24 Nov 2022
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 213 1,835 0 17 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 175 252 0 01 Nov 2022
Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance Chen Henry Wu Fernando de la Torre DiffM 108 69 0 11 Oct 2022
A Survey on Generative Diffusion Model Hanqun Cao Cheng Tan Zhangyang Gao Yilun Xu Guangyong Chen Pheng-Ann Heng Stan Z. Li MedIm 188 234 0 06 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Tengjiao Wang Ming-Hsuan Yang DiffM MedIm 416 1,407 0 02 Sep 2022
Deformation equivariant cross-modality image synthesis with paired non-aligned training data Joel Honkamaa Muhammad Umair Ahmed Khan Sonja Koivukoski Mira Valkonen Leena Latonen Pekka Ruusuvuori Pekka Marttinen OOD MedIm 122 10 0 26 Aug 2022
Vector Quantized Image-to-Image Translation Yu-Jie Chen Shin-I Cheng Wei-Chen Chiu Hung-Yu Tseng Hsin-Ying Lee 57 20 0 27 Jul 2022
EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations Min Zhao Fan Bao Chongxuan Li Jun Zhu DiffM 121 196 0 14 Jul 2022
Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models W. H. Pinaya M. Graham Robert J. Gray P. F. D. Costa Petru-Daniel Tudosiu ... D. Werring Geraint Rees P. Nachev Sebastien Ourselin M. Jorge Cardoso DiffM MedIm 79 106 0 07 Jun 2022
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness Tri Dao Daniel Y. Fu Stefano Ermon Atri Rudra Christopher Ré VLM 258 2,285 0 27 May 2022
BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models Bo Li Kaitao Xue Bin Liu Yunyu Lai DiffM 193 146 0 16 May 2022
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix Shengjie Liu Chuang Zhu Fengjuan Xu X. Jia Z. Shi M. Jin 104 82 0 25 Apr 2022
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides Parmida Ghahremani Joseph Marino R. Dodds Saad Nadeem 28 16 0 09 Apr 2022
The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models J. Wolleb Robin Sandkühler Florentin Bieder Philippe C. Cattin MedIm DiffM 66 32 0 06 Apr 2022
MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion Hyungjin Chung Eunha Lee Jong Chul Ye DiffM MedIm 86 119 0 23 Mar 2022
QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation Xueqi Hu Xinyue Zhou Qiusheng Huang Zhengyi Shi Li Sun Qingli Li 58 80 0 16 Mar 2022
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation D. Torbunov Yi Huang Haiwang Yu Jin-zhi Huang Shinjae Yoo Meifeng Lin B. Viren Yihui Ren ViT 96 82 0 04 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 505 15,788 0 20 Dec 2021
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs Zhisheng Xiao Karsten Kreis Arash Vahdat DiffM 102 560 0 15 Dec 2021
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model Boah Kim Inhwa Han Jong Chul Ye MedIm DiffM 50 69 0 09 Dec 2021