Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention

7 October 2018

Ole J. Mengshoel

Papers citing "Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention"

22 / 22 papers shown

Title
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 180 3 0 11 Nov 2024
Weakly Supervised Multi-Task Representation Learning for Human Activity Analysis Using Wearables Taoran Sheng Manfred Huber SSL HAI 63 20 0 06 Aug 2023
Siamese Networks for Weakly Supervised Human Activity Recognition Taoran Sheng Manfred Huber HAI 60 15 0 18 Jul 2023
Robust Multimodal Fusion for Human Activity Recognition Sanju Xaviar Xin Yang Omid Ardakanian HAI 62 5 0 08 Mar 2023
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey Navid Mohammadi Foumani Lynn Miller Chang Wei Tan G. I. Webb Germain Forestier Mahsa Salehi BDL AI4TS 149 104 0 06 Feb 2023
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition Bulat Khaertdinov S. Asteriadis 76 9 0 07 Oct 2022
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation Sungho Suh Vitor Fortes Rey P. Lukowicz 93 62 0 14 Sep 2022
SpiroMask: Measuring Lung Function Using Consumer-Grade Masks Rishiraj Adhikary Dhruvi Lodhavia Chris Francis Rohit Patil Tanmay Srivastava Prerna Khanna Nipun Batra Joseph Breda J. Peplinski Shwetak N. Patel 20 6 0 23 Jan 2022
Attention-Based Sensor Fusion for Human Activity Recognition Using IMU Signals Wenjin Tao Haodong Chen Md Moniruzzaman M. C. Leu Zhaozheng Yi Ruwen Qin 41 11 0 20 Dec 2021
Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances Shibo Zhang Yaxuan Li Shen Zhang Farzad Shahabi S. Xia Yuanbei Deng N. Alshurafa BDL 78 316 0 31 Oct 2021
Detect the Interactions that Matter in Matter: Geometric Attention for Many-Body Systems Thorben Frank Stefan Chmiela 35 3 0 04 Jun 2021
Explainable Activity Recognition for Smart Home Systems Devleena Das Yasutaka Nishimura R. Vivek Naoto Takeda Sean T. Fish Thomas Ploetz Sonia Chernova 45 43 0 20 May 2021
Activity-Aware Deep Cognitive Fatigue Assessment using Wearables Mohammad Arif Ul Alam 30 7 0 05 May 2021
Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition M. T. H. Tonmoy Saif Mahmud A. Rahman M. A. Amin A. Ali 48 18 0 07 Mar 2021
Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 104 122 0 09 Dec 2020
Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data Chongyang Wang Yuan Gao Akhil Mathur A. Williams Nicholas D. Lane N. Bianchi-Berthouze 54 37 0 03 Nov 2020
Fatigue Assessment using ECG and Actigraphy Sensors Yang Bai Yu Guan W. Ng 45 25 0 06 Aug 2020
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors Wenbin Gao Lei Zhang Qi Teng Jun He Hao Wu HAI 78 138 0 25 Jun 2020
Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices Xin-Hua Cheng Lefei Zhang Yin Tang Yue Liu Hao Wu Jun He CVBM 3DH HAI 70 55 0 05 Jun 2020
Human Activity Recognition from Wearable Sensor Data Using Self-Attention Saif Mahmud M. T. H. Tonmoy K. Bhaumik A. Rahman M. A. Amin M. Shoyaib Muhammad Asif Hossain Khan A. Ali HAI 84 86 0 17 Mar 2020
Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities Kaixuan Chen Dalin Zhang Lina Yao Bin Guo Zhiwen Yu Yunhao Liu HAI 90 643 0 21 Jan 2020
Multi-Modal Recognition of Worker Activity for Human-Centered Intelligent Manufacturing Wenjin Tao M. C. Leu Zhaozheng Yin HAI 26 39 0 20 Aug 2019