Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables

29 April 2016

Papers citing "Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables"

50 / 154 papers shown

Title
SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence Arvin Tashakori Wenwen Zhang Z. Jane Wang Peyman Servati 78 20 0 15 Mar 2022
Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition Yan Yan T. Liao Jinjin Zhao Jiahong Wang Liang Ma Wei Lv Jing Xiong Lei Wang 65 20 0 14 Mar 2022
Energy-Latency Attacks via Sponge Poisoning Antonio Emanuele Cinà Ambra Demontis Battista Biggio Fabio Roli Marcello Pelillo SILM 165 31 0 14 Mar 2022
Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition Tatsuhito Hasegawa Kazuma Kondo 65 8 0 08 Mar 2022
HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data Abduallah A. Mohamed F. Lejarza Stephanie Cahail Christian G. Claudel Edison Thomaz HAI 25 0 0 07 Mar 2022
Multi-View Fusion Transformer for Sensor-Based Human Activity Recognition Yimu Wang Kun Yu Yan Wang Huiwen Xue HAI 18 2 0 16 Feb 2022
Learning Disentangled Behaviour Patterns for Wearable-based Human Activity Recognition Jie Su Z. Wen Tao R. Lin Yu Guan 59 19 0 15 Feb 2022
ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition Yash Jain Chi Ian Tang Chulhong Min F. Kawsar Akhil Mathur SSL 100 54 0 01 Feb 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
Self-supervised Autoregressive Domain Adaptation for Time Series Data Mohamed Ragab Emadeldeen Eldele Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li AI4TS 107 52 0 29 Nov 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 100 318 0 31 Oct 2021
Human Activity Recognition using Attribute-Based Neural Networks and Context Information Stefan Lüdtke Fernando Moya Rueda Waqas Ahmed G. Fink T. Kirste HAI 19 4 0 28 Oct 2021
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications Young D. Kwon Jagmohan Chauhan Abhishek Kumar Pan Hui Cecilia Mascolo CLL HAI 66 33 0 25 Oct 2021
Valid and Exact Statistical Inference for Multi-dimensional Multiple Change-Points by Selective Inference Ryota Sugiyama Hiroki Toda Vo Nguyen Le Duy Yu Inatsu Ichiro Takeuchi 39 13 0 18 Oct 2021
Tutorial on Deep Learning for Human Activity Recognition Marius Bock Alexander Hoelzemann Michael Moeller Kristof Van Laerhoven BDL HAI 17 2 0 13 Oct 2021
An Activity Recognition Framework for Continuous Monitoring of Non-Steady-State Locomotion of Individuals with Parkinson's Disease M. Kazemimoghadam Nicholas P. Fey 53 6 0 08 Oct 2021
Lightweight Transformer in Federated Setting for Human Activity Recognition Ali Raza K. Tran L. Koehl Shujun Li Xianyi Zeng Khaled Benzaidi MedIm 72 10 0 01 Oct 2021
Multimodal Federated Learning on IoT Data Yuchen Zhao Payam Barnaghi Hamed Haddadi 41 78 0 10 Sep 2021
Sensor Data Augmentation by Resampling for Contrastive Learning in Human Activity Recognition Jinqiang Wang Tao Zhu Jingyuan Gan L. Chen Huansheng Ning Yaping Wan 46 52 0 05 Sep 2021
Improving Deep Learning for HAR with shallow LSTMs Marius Bock Alexander Hoelzemann Michael Moeller Kristof Van Laerhoven HAI AI4TS 65 59 0 02 Aug 2021
Similarity Embedding Networks for Robust Human Activity Recognition Chenglin Li Carrie Lu Tong Di Niu Bei Jiang Xiao Zuo Lei Cheng Jian Xiong Jianming Yang HAI 31 6 0 31 May 2021
Am I fit for this physical activity? Neural embedding of physical conditioning from inertial sensors Davi Pedrosa de Aguiar Fabricio Murai 30 0 0 22 Mar 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 59 18 0 07 Mar 2021
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers Mariem Abid Amal Khabou Y. Ouakrim Hugo Watel Safouene Chemcki A. Mitiche Amel Benazza-Benyahia N. Mezghani 49 6 0 02 Mar 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 82 96 0 11 Feb 2021
The Benefit of the Doubt: Uncertainty Aware Sensing for Edge Computing Platforms Lorena Qendro Jagmohan Chauhan Alberto Gil C. P. Ramos Cecilia Mascolo 68 6 0 11 Feb 2021
Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 104 122 0 09 Dec 2020
Self-supervised Deep Learning for Reading Activity Classification M. Islam Shuji Sakamoto Yoshihiro Yamada Andrew W. Vargo M. Iwata Masakazu Iwamura K. Kise 34 2 0 07 Dec 2020
Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring Gautham Krishna Gudur S. K. Perepu FedML 56 43 0 04 Dec 2020
Exploring Contrastive Learning in Human Activity Recognition for Healthcare Chi Ian Tang I. Perez-Pozuelo Dimitris Spathis Cecilia Mascolo 107 122 0 23 Nov 2020
Multi-Modal Subjective Context Modelling and Recognition Qiang Shen Stefano Teso Wanyi Zhang Hao Xu Fausto Giunchiglia 17 4 0 19 Nov 2020
Self-supervised transfer learning of physiological representations from free-living wearable data Dimitris Spathis I. Perez-Pozuelo S. Brage N. Wareham Cecilia Mascolo 72 42 0 18 Nov 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 63 37 0 03 Nov 2020
Semi-supervised Federated Learning for Activity Recognition Yuchen Zhao Hanyang Liu Honglin Li Payam Barnaghi Hamed Haddadi FedML HAI 40 73 0 02 Nov 2020
Sense and Learn: Self-Supervision for Omnipresent Sensors Aaqib Saeed Victor Ungureanu Beat Gfeller OOD SSL 84 41 0 28 Sep 2020
MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning Model Ling Pei Songpengcheng Xia Lei Chu Fanyi Xiao Qi Wu Wenxian Yu Zixuan Zhang 76 30 0 20 Sep 2020
Towards Improved Human Action Recognition Using Convolutional Neural Networks and Multimodal Fusion of Depth and Inertial Sensor Data Zeeshan Ahmad N. Khan 54 17 0 22 Aug 2020
Towards Deep Clustering of Human Activities from Wearables Alireza Abedin F. Motlagh Javen Qinfeng Shi S. Hamid Rezatofighi Damith C. Ranasinghe HAI 122 21 0 02 Aug 2020
Attend And Discriminate: Beyond the State-of-the-Art for Human Activity Recognition using Wearable Sensors Alireza Abedin Mahsa Ehsanpour Javen Qinfeng Shi Hamid Rezatofighi Damith C. Ranasinghe HAI 59 49 0 14 Jul 2020
Spectrum-Guided Adversarial Disparity Learning Zhe Liu Lina Yao Lei Bai Xianzhi Wang Can Wang 54 8 0 14 Jul 2020
ARC-Net: Activity Recognition Through Capsules H. Damirchi Rooholla Khorrambakht H. Taghirad HAI 30 13 0 06 Jul 2020
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors Wenbin Gao Lei Zhang Qi Teng Jun He Hao Wu HAI 90 138 0 25 Jun 2020
Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation Davide Buffelli Fabio Vandin HAI 46 44 0 06 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 73 55 0 05 Jun 2020
Entropy Decision Fusion for Smartphone Sensor based Human Activity Recognition O. Arigbabu 13 3 0 30 May 2020
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition Hyeokhyen Kwon C. Tong H. Haresamudram Yan Gao G. Abowd Nicholas D. Lane Thomas Ploetz 126 88 0 29 May 2020
Layer-wise training convolutional neural networks with smaller filters for human activity recognition using wearable sensors Yin Tang Qi Teng Lefei Zhang Fuhong Min Jun He HAI 68 90 0 08 May 2020
Human Activity Recognition using Inertial, Physiological and Environmental Sensors: a Comprehensive Survey Florenc Demrozi G. Pravadelli A. Bihorac Parisa Rashidi 52 234 0 19 Apr 2020
Sequential Weakly Labeled Multi-Activity Localization and Recognition on Wearable Sensors using Recurrent Attention Networks Kun Wang Jun He Lefei Zhang HAI 44 39 0 13 Apr 2020
Probabilistic modelling of gait for robust passive monitoring in daily life Yordan P. Raykov L. Evers Reham Badawy B. Bloem Tom Heskes M. Meinders Kasper Claes Max A. Little OOD 29 15 0 07 Apr 2020