Ensembles of Deep LSTM Learners for Activity Recognition using Wearables

28 March 2017

Papers citing "Ensembles of Deep LSTM Learners for Activity Recognition using Wearables"

20 / 20 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 74 2 0 11 Nov 2024
SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition Zechen Li Shohreh Deldari Linyao Chen Hao Xue Flora D. Salim 34 6 0 14 Oct 2024
Representation Learning for Wearable-Based Applications in the Case of Missing Data Janosch Jungo Yutong Xiang S. Gashi Christian Holz 27 1 0 08 Jan 2024
A Causality-Aware Pattern Mining Scheme for Group Activity Recognition in a Pervasive Sensor Space Hyunju Kim Heesuk Son Dongman Lee 6 0 0 01 Dec 2023
A Multi-Task Deep Learning Approach for Sensor-based Human Activity Recognition and Segmentation Furong Duan Tao Zhu Jinqiang Wang L. Chen Huansheng Ning Yaping Wan SSeg 13 13 0 20 Mar 2023
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation Sungho Suh Vitor Fortes Rey P. Lukowicz 16 55 0 14 Sep 2022
Multi-level Contrast Network for Wearables-based Joint Activity Segmentation and Recognition Songpengcheng Xia Lei Chu Ling Pei Wenxi Yu Robert C. Qiu 15 2 0 16 Aug 2022
Domain Generalization for Activity Recognition via Adaptive Feature Fusion Xin Qin Jindong Wang Yiqiang Chen Wang Lu Xinlong Jiang OOD 36 35 0 21 Jul 2022
A Close Look into Human Activity Recognition Models using Deep Learning Wei Zhong Tee Rushit Dave Naeem Seliya Mounika Vanamala HAI 16 19 0 26 Apr 2022
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 26 32 0 25 Oct 2021
Multimodal Federated Learning on IoT Data Yuchen Zhao Payam Barnaghi Hamed Haddadi 11 74 0 10 Sep 2021
Improving Deep Learning for HAR with shallow LSTMs Marius Bock Alexander Hoelzemann Michael Moeller Kristof Van Laerhoven HAI AI4TS 13 53 0 02 Aug 2021
A Novel Multi-Stage Training Approach for Human Activity Recognition from Multimodal Wearable Sensor Data Using Deep Neural Network Tanvir Mahmud A. S. Sazzad Sayyed S. Fattah S. Kung HAI 11 26 0 03 Jan 2021
Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 30 118 0 09 Dec 2020
SOFA-Net: Second-Order and First-order Attention Network for Crowd Counting Haoran Duan Shidong Wang Yu Guan EgoV 11 14 0 09 Aug 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 17 619 0 21 Jan 2020
Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks Elnaz Soleimani Ehsan Nazerfard GAN 14 120 0 29 Mar 2019
Fullie and Wiselie: A Dual-Stream Recurrent Convolutional Attention Model for Activity Recognition Kaixuan Chen Lina Yao Tao Gu Zhiwen Yu Xianzhi Wang Dalin Zhang 28 3 0 21 Nov 2017
Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders N. M. Rad S. M. Kia Calogero Zarbo Twan van Laarhoven Giuseppe Jurman Paola Venuti E. Marchiori Cesare Furlanello 6 71 0 14 Sep 2017
MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU Qingqing Cao Niranjan Balasubramanian A. Balasubramanian 18 61 0 03 Jun 2017