Temporal coherence-based self-supervised learning for laparoscopic
workflow analysis

Temporal coherence-based self-supervised learning for laparoscopic workflow analysis

18 June 2018

Alexander C. Jenke

Jürgen Weitz

Stefanie Speidel

Papers citing "Temporal coherence-based self-supervised learning for laparoscopic workflow analysis"

9 / 9 papers shown

Title
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 57 22 0 27 Jul 2023
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 48 71 0 22 May 2018
Unsupervised Representation Learning by Sorting Sequences Hsin-Ying Lee Jia-Bin Huang Maneesh Kumar Singh Ming-Hsuan Yang SSL DRL 43 534 0 03 Aug 2017
Unsupervised temporal context learning using convolutional neural networks for laparoscopic workflow analysis S. Bodenstedt M. Wagner Darko Katic P. Mietkowski Benjamin F. B. Mayer H. Kenngott Beat Müller-Stich Rüdiger Dillmann Stefanie Speidel 35 37 0 13 Feb 2017
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 205 849 0 09 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.1K 192,638 0 10 Dec 2015
Slow and steady feature analysis: higher order temporal coherence in video Dinesh Jayaraman Kristen Grauman 63 143 0 15 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 588 149,474 0 22 Dec 2014
Unsupervised Learning of Spatiotemporally Coherent Metrics Ross Goroshin Joan Bruna Jonathan Tompson David Eigen Yann LeCun DRL 64 157 0 18 Dec 2014