Digital Staining with Knowledge Distillation: A Unified Framework for Unpaired and Paired-But-Misaligned Data

14 April 2025

Papers citing "Digital Staining with Knowledge Distillation: A Unified Framework for Unpaired and Paired-But-Misaligned Data"

27 / 27 papers shown

Title
Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI Chong Wang Lanqing Guo Yufei Wang Hao Cheng Yi Yu Bihan Wen 58 9 0 15 Mar 2024
WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes Satoshi Tsutsui Winnie Pang Bihan Wen 48 15 0 23 Jun 2023
Digital staining in optical microscopy using deep learning -- a review Lucas Kreiss Shaowei Jiang Xiang Li Shiqi Xu Kevin C Zhou ... Seung Ah Lee G. Zheng Kyle J. Lafata O. Friedrich R. Horstmeyer 89 16 0 14 Mar 2023
Ultra-high-resolution unpaired stain transformation via Kernelized Instance Normalization M. Ho Min-Sheng Wu Che-Ming Wu 51 6 0 23 Aug 2022
QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation Xueqi Hu Xinyue Zhou Qiusheng Huang Zhengyi Shi Li Sun Qingli Li 56 79 0 16 Mar 2022
Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation Linfeng Zhang Xin Chen Xiaobing Tu Pengfei Wan N. Xu Kaisheng Ma 62 64 0 12 Mar 2022
Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning Bijie Bai Hongda Wang Yuzhu Li Kevin de Haan Francesco Colonnese ... M. Darrow E. Kamangar Han Sung Lee Y. Rivenson Aydogan Ozcan 36 52 0 08 Dec 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 484 1,645 0 10 Nov 2021
Disentangled Feature Representation for Few-shot Image Classification Hao Cheng Yufei Wang Haoliang Li Alex C. Kot Bihan Wen 106 29 0 26 Sep 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 193 2,930 0 23 Aug 2021
Efficient Medical Image Segmentation Based on Knowledge Distillation Dian Qin Jiajun Bu Zhe Liu Xin Shen Sheng Zhou Jingjun Gu Zhihong Wang Lei Wu Hui-Fen Dai 56 129 0 23 Aug 2021
Towards Vivid and Diverse Image Colorization with Generative Color Prior Yanze Wu Xintao Wang Yu Li Honglun Zhang Xun Zhao Ying Shan GAN 65 102 0 19 Aug 2021
Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation Zeqi Li R. Jiang P. Aarabi GAN VLM 64 28 0 30 Apr 2021
Teachers Do More Than Teach: Compressing Image-to-Image Models Qing Jin Jian Ren Oliver J. Woodford Jiazhuo Wang Geng Yuan Yanzhi Wang Sergey Tulyakov 66 56 0 05 Mar 2021
DINO: A Conditional Energy-Based GAN for Domain Translation Konstantinos Vougioukas Stavros Petridis Maja Pantic AI4CE 38 7 0 18 Feb 2021
Deep learning-based transformation of the H&E stain into special stains Kevin de Haan Yijie Zhang Jonathan E. Zuckerman Tairan Liu Anthony Sisk ... Sarah Zhang Rana Riahi Y. Rivenson W. D. Wallace Aydogan Ozcan MedIm 36 225 0 20 Aug 2020
Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis Shengye Hu Baiying Lei Yong Wang Zhiguang Feng Yanyan Shen Shuqiang Wang GAN MedIm 57 142 0 08 Aug 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 86 1,225 0 30 Jul 2020
Virtual staining for mitosis detection in Breast Histopathology Caner Mercan Germonda Reijnen-Mooij David Tellez Martin J. Lotz Nick Weiss Marcel van Gerven F. Ciompi MedIm 32 37 0 17 Mar 2020
Unpaired Multi-modal Segmentation via Knowledge Distillation Qi Dou Quande Liu Pheng Ann Heng Ben Glocker 72 176 0 06 Jan 2020
EnlightenGAN: Deep Light Enhancement without Paired Supervision Yi Ding Xinyu Gong Ding Liu Yu Cheng Chen Fang Xiaohui Shen Jianchao Yang Pan Zhou Zhangyang Wang 82 1,571 0 17 Jun 2019
Virtualization of tissue staining in digital pathology using an unsupervised deep learning approach Amal Lahiani J. Gildenblat I. Klaman Shadi Albarqouni Nassir Navab Eldad Klaiman 62 25 0 15 Oct 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 51 512 0 30 Mar 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,877 0 11 Jan 2018
VIDOSAT: High-dimensional Sparsifying Transform Learning for Online Video Denoising Bihan Wen S. Ravishankar Y. Bresler 46 34 0 03 Oct 2017
Real-Time User-Guided Image Colorization with Learned Deep Priors Richard Y. Zhang Jun-Yan Zhu Phillip Isola Xinyang Geng Angela S. Lin Tianhe Yu Alexei A. Efros HAI 113 591 0 08 May 2017
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 333 4,575 0 13 Nov 2016