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2008.06607
Cited By
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound
14 August 2020
Jianbo Jiao
Yifan Cai
M. Alsharid
L. Drukker
A. Papageorghiou
J. A. Noble
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Papers citing
"Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound"
18 / 18 papers shown
CM-UNet: A Self-Supervised Learning-Based Model for Coronary Artery Segmentation in X-Ray Angiography
Camille Challier
Xiaowu Sun
Thabo Mahendiran
Ortal Senouf
Bernard De Bruyne
...
Olivier Müller
Stephane Fournier
Pascal Frossard
Emmanuel Abbé
D. Thanou
SSL
150
0
0
22 Jul 2025
Show from Tell: Audio-Visual Modelling in Clinical Settings
Jianbo Jiao
M. Alsharid
L. Drukker
A. Papageorghiou
Andrew Zisserman
J. A. Noble
236
0
0
25 Oct 2023
Source Identification: A Self-Supervision Task for Dense Prediction
Shuai Chen
Subhradeep Kayal
Marleen de Bruijne
SSL
177
1
0
05 Jul 2023
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images
Machine Intelligence Research (MIR), 2023
Wei-Chien Wang
Euijoon Ahn
Da-wei Feng
Jinman Kim
MedIm
720
43
0
10 Feb 2023
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Yixiong Chen
Chunhui Zhang
C. Ding
Li Liu
257
18
0
08 Dec 2022
HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model Pretraining
Asian Conference on Computer Vision (ACCV), 2022
Chunhui Zhang
Yixiong Chen
Li Liu
Qiong Liu
Xiaoping Zhou
VLM
289
11
0
10 Oct 2022
Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound
Zeyu Fu
Jianbo Jiao
R. Yasrab
L. Drukker
A. Papageorghiou
J. A. Noble
221
20
0
22 Aug 2022
Visually-aware Acoustic Event Detection using Heterogeneous Graphs
Interspeech (Interspeech), 2022
A. Shirian
Krishna Somandepalli
Victor Sanchez
T. Guha
240
5
0
16 Jul 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision
Sanat Ramesh
V. Srivastav
Deepak Alapatt
Tong Yu
Aditya Murali
...
Saurav Sharma
A. Fleurentin
Georgios Exarchakis
Alexandros Karargyris
N. Padoy
698
73
0
01 Jul 2022
Audio Self-supervised Learning: A Survey
Patterns (Patterns), 2022
Shuo Liu
Adria Mallol-Ragolta
Emilia Parada-Cabeleiro
Kun Qian
Xingshuo Jing
Alexander Kathan
Bin Hu
Bjoern W. Schuller
SSL
339
136
0
02 Mar 2022
Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
E. Bonmati
Yipeng Hu
A. Grimwood
G. Johnson
G. Goodchild
...
K. Gurusamy
Brian P. Davidson
Matthew J. Clarkson
Stephen P. Pereira
D. Barratt
134
16
0
12 Oct 2021
Contrastive Learning for View Classification of Echocardiograms
A. Chartsias
Shan Gao
A. Mumith
Jorge Oliveira
K. Bhatia
Bernhard Kainz
A. Beqiri
159
15
0
06 Aug 2021
Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Yijin Huang
Li Lin
Pujin Cheng
Junyan Lyu
Xiaoying Tang
SSL
MedIm
171
51
0
17 Jul 2021
Positional Contrastive Learning for Volumetric Medical Image Segmentation
Dewen Zeng
Yawen Wu
Xinrong Hu
Xiaowei Xu
Haiyun Yuan
Meiping Huang
Zhuang Jian
Jingtong Hu
Yiyu Shi
316
105
0
16 Jun 2021
Contrastive Attraction and Contrastive Repulsion for Representation Learning
Huangjie Zheng
Xu Chen
Jiangchao Yao
Hongxia Yang
Chunyuan Li
Ya Zhang
Hao Zhang
Ivor Tsang
Jingren Zhou
Mingyuan Zhou
SSL
435
14
0
08 May 2021
P4Contrast: Contrastive Learning with Pairs of Point-Pixel Pairs for RGB-D Scene Understanding
Yunze Liu
Li Yi
Shanghang Zhang
Qingnan Fan
Thomas Funkhouser
Hao Dong
SSL
356
64
0
24 Dec 2020
USCL: Pretraining Deep Ultrasound Image Diagnosis Model through Video Contrastive Representation Learning
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Yixiong Chen
Chunhui Zhang
Li Liu
Cheng Feng
Changfeng Dong
Yongfang Luo
Xiang Wan
VLM
317
55
0
25 Nov 2020
Contrastive Representation Learning: A Framework and Review
IEEE Access (IEEE Access), 2020
Phúc H. Lê Khắc
Graham Healy
Alan F. Smeaton
SSL
AI4TS
737
901
0
10 Oct 2020
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