SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality
Classification from MRI

SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI

29 August 2022

Syed Muhammad Anwar

Papers citing "SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI"

16 / 16 papers shown

Title
GMML is All you Need Sara Atito Muhammad Awais J. Kittler ViT VLM 63 18 0 30 May 2022
Masked Image Modeling Advances 3D Medical Image Analysis Zekai Chen Devansh Agarwal Kshitij Aggarwal Wiem Safta Samit Hirawat V. Sethuraman Mariann Micsinai Balan Kevin Brown 61 70 0 25 Apr 2022
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning Sara Atito Muhammad Awais Ammarah Farooq Zhenhua Feng J. Kittler 37 17 0 30 Nov 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 119 344 0 11 Nov 2021
SiT: Self-supervised vIsion Transformer Sara Atito Ali Ahmed Muhammad Awais J. Kittler ViT 59 139 0 08 Apr 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 343 6,731 0 23 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 528 40,739 0 22 Oct 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 604 41,736 0 28 May 2020
Knee Injury Detection using MRI with Efficiently-Layered Network (ELNet) Chen-Han Tsai N. Kiryati Eli Konen I. Eshed Arnaldo Mayer MedIm 38 34 0 06 May 2020
Deep Learning for Musculoskeletal Image Analysis Ismail Irmakci Syed Muhammad Anwar Drew Torigian Ulas Bagci 21 19 0 01 Mar 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.4K 94,511 0 11 Oct 2018
Decoupled Weight Decay Regularization I. Loshchilov Frank Hutter OffRL 126 2,132 0 14 Nov 2017
Medical Image Analysis using Convolutional Neural Networks: A Review Syed Muhammad Anwar Muhammad Majid A. Qayyum Muhammad Awais M. Alnowami Muhammad Khurram Khan MedIm 52 1,045 0 04 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 626 130,942 0 12 Jun 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 288 8,091 0 13 Aug 2016
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 165 4,994 0 27 Jun 2016

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