Title
Self-Supervised Learning for Endoscopic Video Analysis Roy Hirsch Mathilde Caron Regev Cohen Amir Livne Ron Shapiro Tomer Golany Roman Goldenberg Daniel Freedman Ehud Rivlin SSL 63 19 0 23 Aug 2023
Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train Zhao Wang Chang Liu Shaoting Zhang Qi Dou MedIm 82 65 0 29 Jun 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 325 3,410 0 14 Apr 2023
Patch-level instance-group discrimination with pretext-invariant learning for colitis scoring Ziang Xu Sharib Ali Soumya Gupta S. Leedham J. East J. Rittscher 49 3 0 11 Jul 2022
Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection Yu Tian Guansong Pang Fengbei Liu Yuyuan Liu Chong Wang Yuanhong Chen Johan Verjans G. Carneiro ViT MedIm 70 28 0 23 Mar 2022
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation Gorkem Polat I. Ergenc H. Kani Y. Alahdab O. Atug A. Temi̇zel 370 26 0 09 Feb 2022
Automatic Estimation of Ulcerative Colitis Severity from Endoscopy Videos using Ordinal Multi-Instance Learning Evan Schwab G. O. Cula K. Standish Stephen S. F. Yip A. Stojmirović Louis R. Ghanem C. Chehoud 54 13 0 29 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 685 6,079 0 29 Apr 2021
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 654 41,103 0 22 Oct 2020
W-TALC: Weakly-supervised Temporal Activity Localization and Classification S. Paul Sourya Roy Amit K. Roy-Chowdhury 77 309 0 27 Jul 2018
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 172 1,816 0 13 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
UntrimmedNets for Weakly Supervised Action Recognition and Detection Limin Wang Yuanjun Xiong Dahua Lin Luc Van Gool 55 491 0 09 Mar 2017