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Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images

IEEE Transactions on Medical Imaging (TMI), 2020

6 April 2020

Papers citing "Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images"

36 / 36 papers shown

Title
Explicit Discovery of Nonlinear Symmetries from Dynamic Data Lexiang Hu Yikang Li Zhouchen Lin 80 0 0 02 Oct 2025
DUN-SRE: Deep Unrolling Network with Spatiotemporal Rotation Equivariance for Dynamic MRI ReconstructionIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2025 Yuliang Zhu Jing Cheng Qi Xie Zhuo-Xu Cui Qingyong Zhu Yuanyuan Liu Xin Liu Jianfeng Ren Chengbo Wang Dong Liang 245 0 0 12 Jun 2025
Category Prompt Mamba Network for Nuclei Segmentation and ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2025 Ye Zhang Zijie Fang Yifeng Wang Lingbo Zhang Xianchao Guan Yongbing Zhang Mamba 261 3 0 13 Mar 2025
On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation Robin Ghyselinck Valentin Delchevalerie Bruno Dumas Benoit Frénay 281 0 0 12 Dec 2024
Harmformer: Harmonic Networks Meet Transformers for Continuous Roto-Translation Equivariance Tomáš Karella Adam Harmanec J. Kotera Jan Blažek F. Šroubek 187 1 0 06 Nov 2024
MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging Noel C. F. Codella Ying Jin Shrey Jain Yu Gu Ho Hin Lee ... Lei Li Thomas Lin Ivan Tarapov M. Lungren Mu-Hsin Wei LM&MA VLM MedIm 249 29 0 09 Oct 2024
SRE-CNN: A Spatiotemporal Rotation-Equivariant CNN for Cardiac Cine MR ImagingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Yuliang Zhu Jing Cheng Zhuo-Xu Cui Jianfeng Ren Chengbo Wang Dong Liang 116 4 0 13 Sep 2024
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Sophia Sanborn Sophia Sanborn Johan Mathe Louisa Cornelis Abby Bertics ... Hansen Lillemark Christian Shewmake Fatih Dinc Xavier Pennec Nina Miolane 280 13 0 12 Jul 2024
Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology Pedro Osório Guillermo Jiménez-Pérez Javier Montalt-Tordera Jens Hooge Guillem Duran Ballester ... Sabrina Schroeder K. Siudak Julia Vienenkoetter Bettina Lawrenz Sadegh Mohammadi MedIm 85 13 0 15 Dec 2023
Domain Generalization in Computational Pathology: Survey and GuidelinesACM Computing Surveys (ACM Comput. Surv.), 2023 Mostafa Jahanifar M. Raza Kesi Xu T. Vuong R. Jewsbury ... Neda Zamanitajeddin Jin Tae Kwak S. Raza F. Minhas Nasir M. Rajpoot OOD 159 32 0 30 Oct 2023
Learning to Transform for Generalizable Instance-wise InvarianceIEEE International Conference on Computer Vision (ICCV), 2023 Yan Liu Carlos Esteves Franccois Marelli Stella X. Yu OOD 285 3 0 28 Sep 2023
Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology ImagesIEEE Transactions on Medical Imaging (TMI), 2023 Zhiyun Song Penghui Du Junpeng Yan Keqin Li Jianzhong Shou Maode Lai Yubo Fan Yan Xu 224 15 0 14 Sep 2023
Learning Nuclei Representations with Masked Image Modelling P. Wójcik Hussein Naji A. Simon Reinhard Büttner Katarzyna Bozek MedIm 48 2 0 29 Jun 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 280 3 0 26 Jun 2023
SO(2) and O(2) Equivariance in Image Recognition with Bessel-Convolutional Neural Networks Valentin Delchevalerie Alexandre Mayer Adrien Bibal Benoit Frénay 77 1 0 18 Apr 2023
Rotation-Scale Equivariant Steerable FiltersInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023 Yi-Lun Yang S. Dasmahapatra S. Mahmoodi 115 4 0 10 Apr 2023
Topology-Guided Multi-Class Cell Context Generation for Digital PathologyComputer Vision and Pattern Recognition (CVPR), 2023 Shahira Abousamra Rajarsi R. Gupta Tahsin M. Kurc Dimitris Samaras Joel H. Saltz Chao Chen MedIm 131 11 0 05 Apr 2023
Geometrical aspects of lattice gauge equivariant convolutional neural networks J. Aronsson David I. Müller Daniel Schuh 147 10 0 20 Mar 2023
Fine-Grained Hard Negative Mining: Generalizing Mitosis Detection with a Fifth of the MIDOG 2022 Dataset Maxime W. Lafarge V. Koelzer 118 4 0 03 Jan 2023
Grassmann Manifold Flows for Stable Shape GenerationNeural Information Processing Systems (NeurIPS), 2022 Ryoma Yataka Kazuki Hirashima Masashi Shiraishi 168 4 0 05 Nov 2022
GradMix for nuclei segmentation and classification in imbalanced pathology image datasetsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Tan N. N. Doan Kyungeun Kim Boram Song J. T. Kwak 141 11 0 24 Oct 2022
MRL: Learning to Mix with Attention and Convolutions Shlok Mohta Hisahiro Suganuma Yoshiki Tanaka 174 2 0 30 Aug 2022
Transformation Invariant Cancerous Tissue Classification Using Spatially Transformed DenseNet Omar Mahdi Ali Bou Nassif MedIm 62 2 0 23 Apr 2022
From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology Maximilian Springenberg A. Frommholz M. Wenzel Eva Weicken Jackie Ma Nils Strodthoff MedIm 149 61 0 11 Apr 2022
Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images Q. Vu K. Rajpoot S. Raza Nasir M. Rajpoot ViT MedIm 199 45 0 14 Feb 2022
Multi-Class Cell Detection Using Spatial Context RepresentationIEEE International Conference on Computer Vision (ICCV), 2021 Shahira Abousamra David Belinsky John S. Van Arnam F. Allard E. Yee Rajarsi R. Gupta Tahsin M. Kurc Dimitris Samaras Joel H. Saltz Chao Chen 204 41 0 10 Oct 2021
Rotation Invariance and Extensive Data Augmentation: a strategy for the Mitosis Domain Generalization (MIDOG) Challenge Maxime W. Lafarge V. Koelzer 120 10 0 02 Sep 2021
A QuadTree Image Representation for Computational Pathology R. Jewsbury A. Bhalerao Nasir M. Rajpoot 143 10 0 24 Aug 2021
Resolution-Based Distillation for Efficient Histology Image Classification Joseph DiPalma A. Suriawinata L. Tafe Lorenzo Torresani Saeed Hassanpour 159 39 0 11 Jan 2021
Learning Equivariant Representations Carlos Esteves BDL 138 0 0 04 Dec 2020
Toward Scalable and Unified Example-based Explanation and Outlier Detection Penny Chong Ngai-Man Cheung Yuval Elovici Alexander Binder 128 10 0 11 Nov 2020
A Wigner-Eckart Theorem for Group Equivariant Convolution Kernels Leon Lang Maurice Weiler 220 58 0 21 Oct 2020
Group Equivariant Stand-Alone Self-Attention For VisionInternational Conference on Learning Representations (ICLR), 2020 David W. Romero Jean-Baptiste Cordonnier MDE 315 67 0 02 Oct 2020
Orientation-Disentangled Unsupervised Representation Learning for Computational Pathology Maxime W. Lafarge J. Pluim M. Veta DRL 130 8 0 26 Aug 2020
Self-Path: Self-supervision for Classification of Pathology Images with Limited AnnotationsIEEE Transactions on Medical Imaging (TMI), 2020 Navid Alemi Koohbanani Balagopal Unnikrishnan S. Khurram Pavitra Krishnaswamy Nasir M. Rajpoot SSL 254 181 0 12 Aug 2020
SAFRON: Stitching Across the Frontier for Generating Colorectal Cancer Histology Images Srijay Deshpande F. Minhas S. Graham Nasir M. Rajpoot MedIm 202 8 0 11 Aug 2020