Time-based Self-supervised Learning for Wireless Capsule Endoscopy

Time-based Self-supervised Learning for Wireless Capsule Endoscopy

20 April 2022

Guillem Pascual

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Papers citing "Time-based Self-supervised Learning for Wireless Capsule Endoscopy"

19 / 19 papers shown

Title
Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy Anuja Vats Marius Pedersen A. Mohammed Ø. Hovde 36 7 0 30 Jun 2021
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections Fernando Pérez-García Reuben Dorent M. Rizzi F. Cardinale V. Frazzini ... I. Ollivier Tom Vercauteren Rachel Sparks J. Duncan Sébastien Ourselin 45 22 0 24 May 2021
Evaluating the Robustness of Self-Supervised Learning in Medical Imaging Fernando Navarro Christopher Watanabe Suprosanna Shit Anjany Sekuboyina J. Peeken Stephanie E. Combs Bjoern Menze OOD 50 20 0 14 May 2021
Big Self-Supervised Models Advance Medical Image Classification Shekoofeh Azizi Basil Mustafa Fiona Ryan Zach Beaver Jan Freyberg ... Alan Karthikesalingam Simon Kornblith Ting-Li Chen Vivek Natarajan Mohammad Norouzi SSL 112 515 0 13 Jan 2021
A Framework For Contrastive Self-Supervised Learning And Designing A New Approach William Falcon Kyunghyun Cho SSL 67 104 0 31 Aug 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 137 1,626 0 15 Jun 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 369 18,778 0 13 Feb 2020
WCE Polyp Detection with Triplet based Embeddings Pablo Laiz Jordi Vitrià Hagen Wenzek C. Malagelada F. Azpiroz Santi Seguí MedIm 23 20 0 10 Dec 2019
Self-Supervised Learning of Video-Induced Visual Invariances Michael Tschannen Josip Djolonga Marvin Ritter Aravindh Mahendran Xiaohua Zhai N. Houlsby Sylvain Gelly Mario Lucic SSL 105 61 0 05 Dec 2019
Self-Supervised Learning of Pretext-Invariant Representations Ishan Misra Laurens van der Maaten SSL VLM 105 1,453 0 04 Dec 2019
Learning Correspondence from the Cycle-Consistency of Time Xinyu Wang Allan Jabri Alexei A. Efros SSL 83 490 0 18 Mar 2019
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 320 10,302 0 10 Jul 2018
Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis Veronika Cheplygina Marleen de Bruijne J. Pluim 74 751 0 17 Apr 2018
Unsupervised Representation Learning by Sorting Sequences Hsin-Ying Lee Jia-Bin Huang Maneesh Kumar Singh Ming-Hsuan Yang SSL DRL 72 534 0 03 Aug 2017
Time-Contrastive Networks: Self-Supervised Learning from Video P. Sermanet Corey Lynch Yevgen Chebotar Jasmine Hsu Eric Jang S. Schaal Sergey Levine SSL 101 826 0 23 Apr 2017
Learning Features by Watching Objects Move Deepak Pathak Ross B. Girshick Piotr Dollár Trevor Darrell Bharath Hariharan SSL VOS OCL 74 525 0 19 Dec 2016
Generic Feature Learning for Wireless Capsule Endoscopy Analysis Santi Seguí M. Drozdzal Guillem Pascual Petia Radeva C. Malagelada F. Azpiroz Jordi Vitrià 49 102 0 26 Jul 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,929 0 20 Dec 2013