Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks

29 March 2019

Papers citing "Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks"

36 / 36 papers shown

Title
Sensor-Specific Transformer (PatchTST) Ensembles with Test-Matched Augmentation Pavankumar Chandankar Robin Burchard ViT 80 0 0 24 Oct 2025
CLAD-Net: Continual Activity Recognition in Multi-Sensor Wearable Systems Reza Rahimi Azghan Gautham Krishna Gudur Mohit Malu Edison Thomaz Giulia Pedrielli Pavan Turaga Hassan Ghasemzadeh HAI 122 0 0 27 Sep 2025
Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Zikang Leng Archith Iyer Thomas Plötz 244 2 0 09 Jun 2025
Domain-Adversarial Anatomical Graph Networks for Cross-User Human Activity Recognition Xiaozhou Ye Kevin I-Kai Wang 208 0 0 08 May 2025
Leveraging Large Language Models for Explainable Activity Recognition in Smart Homes: A Critical EvaluationACM Transactions on Internet of Things (ACM TIOT), 2025 Michele Fiori Gabriele Civitarese Priyankar Choudhary Claudio Bettini 230 3 0 20 Mar 2025
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging TaskProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2024 H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 452 10 0 11 Nov 2024
Differentially Private Integrated Decision Gradients (IDG-DP) for Radar-based Human Activity RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Paul Henderson Linda Tran Kaushik Bhargav Sivangi Paul Henderson Fani Deligianni 278 2 0 04 Nov 2024
UserBoost: Generating User-specific Synthetic Data for Faster Enrolment into Behavioural Biometric Systems George Webber Jack Sturgess Ivan Martinovic 181 0 0 12 Jul 2024
Large Language Models are Zero-Shot Recognizers for Activities of Daily Living Gabriele Civitarese Michele Fiori Priyankar Choudhary Claudio Bettini 309 15 0 01 Jul 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Quoc-Viet Pham 255 40 0 30 May 2024
A Survey of Machine Learning for Estimating Workload: Considering Unknown Tasks Josh Bhagat Smith Julie A. Adams 301 0 0 20 Mar 2024
Deep Generative Domain Adaptation with Temporal Relation Knowledge for Cross-User Activity Recognition Xiaozhou Ye Kevin I-Kai Wang HAI 148 4 0 12 Mar 2024
Cross-user activity recognition via temporal relation optimal transportInternational Conference on Mobile and Ubiquitous Systems: Networking and Services (MobiQuitous), 2024 Xiaozhou Ye Kevin I-Kai Wang 133 7 0 12 Mar 2024
ContextGPT: Infusing LLMs Knowledge into Neuro-Symbolic Activity Recognition ModelsInternational Conference on Smart Computing (SMARTCOMP), 2024 Luca Arrotta Claudio Bettini Gabriele Civitarese Michele Fiori 349 16 0 11 Mar 2024
Transfer Learning in Human Activity Recognition: A Survey Sourish Gunesh Dhekane Thomas Ploetz MU AI4TS 300 59 0 18 Jan 2024
A Deeply Supervised Semantic Segmentation Method Based on GAN Wei Zhao Qiyu Wei Zeng Zeng GAN 111 1 0 06 Oct 2023
A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and DirectionsIEEE Access (IEEE Access), 2023 Peng Yan Ahmed Abdulkadir Paul-Philipp Luley Matthias Rosenthal Gerrit A. Schatte Benjamin Grewe Thilo Stadelmann AI4TS 272 124 0 11 Jul 2023
Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data ScarcityInternational Conference on Smart Computing (SMARTCOMP), 2023 Riccardo Presotto Sannara Ek Gabriele Civitarese François Portet P. Lalanda Claudio Bettini 229 13 0 23 Jun 2023
Neuro-Symbolic Approaches for Context-Aware Human Activity Recognition Luca Arrotta Gabriele Civitarese Claudio Bettini 160 1 0 08 Jun 2023
SelfAct: Personalized Activity Recognition based on Self-Supervised and Active LearningInternational Conference on Mobile and Ubiquitous Systems: Networking and Services (MobiQuitous), 2023 Luca Arrotta Gabriele Civitarese Samuele Valente Claudio Bettini 240 1 0 19 Apr 2023
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Avijoy Chakma A. Faridee Indrajeet Ghosh Nirmalya Roy 263 5 0 07 Apr 2023
ActiveSelfHAR: Incorporating Self Training into Active Learning to Improve Cross-Subject Human Activity RecognitionIEEE Internet of Things Journal (IEEE IoT J.), 2023 Baichun Wei Chunzhi Yi Tao Gui Haiqi Zhu Jianfei Zhu Feng Jiang 156 3 0 27 Mar 2023
SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2022 Rong Hu Ling Chen Shenghuan Miao Xing Tang 253 43 0 25 Nov 2022
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE DistillationKnowledge-Based Systems (KBS), 2022 Sungho Suh Vitor Fortes Rey P. Lukowicz 203 75 0 14 Sep 2022
Domain Generalization for Activity Recognition via Adaptive Feature FusionACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 Xin Qin Yongfeng Zhang Yiqiang Chen Wang Lu Xinlong Jiang OOD 239 50 0 21 Jul 2022
On Provably Robust Meta-Bayesian OptimizationConference on Uncertainty in Artificial Intelligence (UAI), 2022 Zhongxiang Dai Yizhou Chen Haibin Yu K. H. Low Patrick Jaillet AAML 177 10 0 14 Jun 2022
Enabling All In-Edge Deep Learning: A Literature ReviewIEEE Access (IEEE Access), 2022 Praveen Joshi Mohammed Hasanuzzaman Chandra Thapa Haithem Afli T. Scully 249 35 0 07 Apr 2022
Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on AdvancesItalian National Conference on Sensors (INS), 2021 Shibo Zhang Yaxuan Li Shen Zhang Farzad Shahabi S. Xia Yuanbei Deng N. Alshurafa BDL 494 402 0 31 Oct 2021
Guided-GAN: Adversarial Representation Learning for Activity Recognition with Wearables Alireza Abedin Hamid Rezatofighi Damith C. Ranasinghe GAN 130 7 0 12 Oct 2021
Personalized Semi-Supervised Federated Learning for Human Activity RecognitionPersonal and Ubiquitous Computing (PUC), 2021 Riccardo Presotto Gabriele Civitarese Claudio Bettini 201 75 0 15 Apr 2021
Invariant Feature Learning for Sensor-based Human Activity RecognitionIEEE Transactions on Mobile Computing (IEEE TMC), 2020 Yujiao Hao Boyu Wang Rong Zheng 159 23 0 14 Dec 2020
Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition Elnaz Soleimani G. Khodabandelou A. Chibani Y. Amirat 200 1 0 11 Nov 2020
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors Wenbin Gao Lei Zhang Qi Teng Jun He Hao Wu HAI 254 163 0 25 Jun 2020
Incremental Real-Time Personalization in Human Activity Recognition Using Domain Adaptive Batch NormalizationProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2020 Alan Mazankiewicz Klemens Böhm Mario Berges 201 35 0 25 May 2020
Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and OpportunitiesACM Computing Surveys (ACM CSUR), 2020 Kaixuan Chen Dalin Zhang Lina Yao Bin Guo Zhiwen Yu Yunhao Liu HAI 256 761 0 21 Jan 2020
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 882 5,034 0 17 Feb 2017