Self-supervised ECG Representation Learning for Emotion Recognition

4 February 2020

Papers citing "Self-supervised ECG Representation Learning for Emotion Recognition"

31 / 81 papers shown

Title
Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li Cuntai Guan SSL AI4TS 9 80 0 13 Aug 2022
COCOA: Cross Modality Contrastive Learning for Sensor Data Shohreh Deldari Hao Xue Aaqib Saeed Daniel V. Smith Flora D. Salim SSL 40 38 0 31 Jul 2022
Fusion of Physiological and Behavioural Signals on SPD Manifolds with Application to Stress and Pain Detection Yujin Wu Mohamed Daoudi A. Amad L. Sparrow F. D’Hondt 6 2 0 17 Jul 2022
Inter and Intra Signal Variance in Feature Extraction and Classification of Affective State Zachary Dair S. Dockray Ruairi O'Reilly 12 0 0 06 Jul 2022
AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition Anubha Bhatti Behnam Behinaein Paul Hungler Ali Etemad EgoV 4 12 0 09 Jun 2022
Analysis of Augmentations for Contrastive ECG Representation Learning S. Soltanieh Ali Etemad J. Hashemi SSL 14 19 0 30 May 2022
AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work Pritam Sarkar A. Posen Ali Etemad 34 9 0 13 May 2022
Large Scale Time-Series Representation Learning via Simultaneous Low and High Frequency Feature Bootstrapping Vandan Gorade Azad Singh Deepak Mishra SSL AI4TS 17 7 0 24 Apr 2022
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition Guangyi Zhang Vandad Davoodnia Ali Etemad 20 41 0 11 Feb 2022
ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition Yash Jain Chi Ian Tang Chulhong Min F. Kawsar Akhil Mathur SSL 22 53 0 01 Feb 2022
Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes Kevalee Shah Dimitris Spathis Chi Ian Tang Cecilia Mascolo 12 8 0 13 Nov 2021
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity Pritam Sarkar Ali Etemad SSL 23 11 0 09 Nov 2021
Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals Xiang Lan Dianwen Ng linda Qiao Mengling Feng OOD 48 51 0 18 Sep 2021
A Transformer Architecture for Stress Detection from ECG Behnam Behinaein Anubha Bhatti D. Rodenburg Paul Hungler Ali Etemad 17 53 0 22 Aug 2021
Self-supervised Contrastive Learning of Multi-view Facial Expressions Shuvendu Roy Ali Etemad 23 38 0 15 Aug 2021
Spatiotemporal Contrastive Learning of Facial Expressions in Videos Shuvendu Roy Ali Etemad 34 17 0 06 Aug 2021
Attentive Cross-modal Connections for Deep Multimodal Wearable-based Emotion Recognition Anubha Bhatti Behnam Behinaein D. Rodenburg Paul Hungler Ali Etemad 11 21 0 04 Aug 2021
Multi-level Stress Assessment from ECG in a Virtual Reality Environment using Multimodal Fusion Zeeshan Ahmad S. Rabbani Muhammad Rehman Zafar Syem Ishaque Sri Krishnan N. Khan 18 13 0 09 Jul 2021
Time-Series Representation Learning via Temporal and Contextual Contrasting Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li Cuntai Guan AI4TS 20 490 0 26 Jun 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 38 9 0 05 Jun 2021
3KG: Contrastive Learning of 12-Lead Electrocardiograms using Physiologically-Inspired Augmentations Bryan Gopal Ryan Han Gautham Raghupathi A. Ng G. Tison Pranav Rajpurkar MedIm 13 57 0 21 Apr 2021
Self-supervised representation learning from 12-lead ECG data Temesgen Mehari Nils Strodthoff SSL 16 141 0 23 Mar 2021
Deep Gait Recognition: A Survey Alireza Sepas-Moghaddam Ali Etemad CVBM 20 172 0 18 Feb 2021
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data Chi Ian Tang I. Perez-Pozuelo Dimitris Spathis S. Brage N. Wareham Cecilia Mascolo SSL HAI VLM 16 90 0 11 Feb 2021
Self-supervised Human Activity Recognition by Learning to Predict Cross-Dimensional Motion Setareh Rahimi Taghanaki M. Rainbow Ali Etemad SSL HAI 11 15 0 21 Oct 2020
CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG Pritam Sarkar Ali Etemad GAN 12 59 0 30 Sep 2020
Sense and Learn: Self-Supervision for Omnipresent Sensors Aaqib Saeed Victor Ungureanu Beat Gfeller OOD SSL 7 39 0 28 Sep 2020
Unsupervised Multi-Modal Representation Learning for Affective Computing with Multi-Corpus Wearable Data Kyle Ross Paul Hungler Ali Etemad 23 21 0 24 Aug 2020
Uncovering the structure of clinical EEG signals with self-supervised learning Hubert J. Banville O. Chehab Aapo Hyvarinen D. Engemann Alexandre Gramfort 28 195 0 31 Jul 2020
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients Dani Kiyasseh T. Zhu David A. Clifton 11 185 0 27 May 2020
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 183 288 0 25 Jan 2020