Deep Transfer Learning for Cross-domain Activity Recognition

20 July 2018

Papers citing "Deep Transfer Learning for Cross-domain Activity Recognition"

33 / 33 papers shown

Title
Domain-Adversarial Anatomical Graph Networks for Cross-User Human Activity Recognition Xiaozhou Ye Kevin I-Kai Wang 31 0 0 08 May 2025
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 50 1 0 09 Jul 2024
Comparison of fine-tuning strategies for transfer learning in medical image classification Ana Davila Jacinto Colan Yasuhisa Hasegawa 24 17 0 14 Jun 2024
A Survey on Multimodal Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang Syed Tousiful Haque Yan Yan A. Ngu 77 6 0 14 Apr 2024
A Survey of IMU Based Cross-Modal Transfer Learning in Human Activity Recognition Abhi Kamboj Minh Do 29 1 0 17 Mar 2024
Machine Learning Techniques for Sensor-based Human Activity Recognition with Data Heterogeneity -- A Review Xiaozhou Ye Kouichi Sakurai Nirmal Nair Kevin I-Kai Wang 23 7 0 12 Mar 2024
Transfer Learning in Human Activity Recognition: A Survey Sourish Gunesh Dhekane Thomas Ploetz MU AI4TS 38 34 0 18 Jan 2024
Generalization of Fitness Exercise Recognition from Doppler Measurements by Domain-adaption and Few-Shot Learning Biying Fu Naser Damer Florian Kirchbuchner Arjan Kuijper 25 6 0 20 Nov 2023
Game Theory Solutions in Sensor-Based Human Activity Recognition: A Review M. Shayesteh Behrooz Sharokhzadeh B. Masoumi 15 3 0 09 Nov 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges Fei Dou Jin Ye Geng Yuan Qin Lu Wei Niu ... Hongyue Sun Yunli Shao Changying Li Tianming Liu Wenzhan Song AI4CE 37 29 0 14 Sep 2023
Theater Aid System for the Visually Impaired Through Transfer Learning of Spatio-Temporal Graph Convolution Networks Leyla Benhamida S. Larabi 24 1 0 28 Jun 2023
Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity Riccardo Presotto Sannara Ek Gabriele Civitarese François Portet P. Lalanda Claudio Bettini 30 7 0 23 Jun 2023
Activity Classification Using Unsupervised Domain Transfer from Body Worn Sensors Chaitra Hedge Gezheng Wen Layne Price 15 0 0 20 Apr 2023
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Avijoy Chakma A. Faridee Indrajeet Ghosh Nirmalya Roy 38 4 0 07 Apr 2023
ActiveSelfHAR: Incorporating Self Training into Active Learning to Improve Cross-Subject Human Activity Recognition Baichun Wei Chunzhi Yi Qi Zhang Haiqi Zhu Jianfei Zhu Feng Jiang 20 1 0 27 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 30 55 0 14 Sep 2022
Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition Wang Lu Jindong Wang Yiqiang Chen Sinno Jialin Pan Chunyu Hu Xin Qin 27 44 0 14 Jun 2022
FRuDA: Framework for Distributed Adversarial Domain Adaptation Shaoduo Gan Akhil Mathur Anton Isopoussu F. Kawsar N. Bianchi-Berthouze Nicholas D. Lane 19 12 0 26 Dec 2021
Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition Sungho Suh Vitor Fortes Rey P. Lukowicz AAML 45 10 0 23 Oct 2021
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals Yu-xin Zhang Yiqiang Chen Jindong Wang Zhiwen Pan AI4TS 21 189 0 27 Jul 2021
Personalized Semi-Supervised Federated Learning for Human Activity Recognition Riccardo Presotto Gabriele Civitarese Claudio Bettini 34 65 0 15 Apr 2021
Combining Deep Transfer Learning with Signal-image Encoding for Multi-Modal Mental Wellbeing Classification Kieran Woodward E. Kanjo A. Tsanas 34 4 0 20 Nov 2020
Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition Elnaz Soleimani G. Khodabandelou A. Chibani Y. Amirat 30 1 0 11 Nov 2020
Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks Lida Zhang N. Hurley Bassem Ibrahim E. Spatz H. Krumholz R. Jafari B. Mortazavi AAML OOD 21 20 0 24 Jul 2020
Incremental Real-Time Personalization in Human Activity Recognition Using Domain Adaptive Batch Normalization Alan Mazankiewicz Klemens Böhm Mario Berges 24 33 0 25 May 2020
Human Activity Recognition using Inertial, Physiological and Environmental Sensors: a Comprehensive Survey Florenc Demrozi G. Pravadelli A. Bihorac Parisa Rashidi 17 233 0 19 Apr 2020
ActiLabel: A Combinatorial Transfer Learning Framework for Activity Recognition Parastoo Alinia Seyed Iman Mirzadeh H. Ghasemzadeh 14 9 0 16 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 42 619 0 21 Jan 2020
Transfer Learning with Dynamic Adversarial Adaptation Network Chaohui Yu Jindong Wang Yiqiang Chen Meiyu Huang TTA OOD 19 296 0 18 Sep 2019
Transfer Learning with Dynamic Distribution Adaptation Jindong Wang Yiqiang Chen Wenjie Feng Han Yu Meiyu Huang Qiang Yang OOD 18 237 0 17 Sep 2019
Multi-task Self-Supervised Learning for Human Activity Detection Aaqib Saeed T. Ozcelebi J. Lukkien SSL 21 269 0 27 Jul 2019
Sequential Decision Fusion for Environmental Classification in Assistive Walking Kuangen Zhang Wen Zhang Wentao Xiao Haiyuan Liu C. D. de Silva Chenglong Fu 17 28 0 25 Apr 2019
Cross-position Activity Recognition with Stratified Transfer Learning Yiqiang Chen Jindong Wang Meiyu Huang Han Yu 15 74 0 26 Jun 2018