Incremental Real-Time Personalization in Human Activity Recognition Using Domain Adaptive Batch Normalization

25 May 2020

Papers citing "Incremental Real-Time Personalization in Human Activity Recognition Using Domain Adaptive Batch Normalization"

12 / 12 papers shown

Title
HAR-DoReMi: Optimizing Data Mixture for Self-Supervised Human Activity Recognition Across Heterogeneous IMU Datasets Lulu Ban Tao Zhu Xiangqing Lu Qi Qiu Wenyong Han Shuangjian Li L. Chen Kevin I-Kai Wang Mingxing Nie Yaping Wan 59 0 0 16 Mar 2025
iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets Mengxi Liu Sizhen Bian Bo Zhou P. Lukowicz HAI CLL 38 19 0 03 Jun 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 18 7 0 12 Mar 2024
Transfer Learning in Human Activity Recognition: A Survey Sourish Gunesh Dhekane Thomas Ploetz MU AI4TS 25 34 0 18 Jan 2024
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 23 29 0 14 Sep 2023
Inferring Mood-While-Eating with Smartphone Sensing and Community-Based Model Personalization Wageesha Bangamuarachchi Anju Chamantha L. Meegahapola Haeeun Kim Salvador Ruiz Correa Indika Perera D. Gática-Pérez 25 5 0 01 Jun 2023
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Avijoy Chakma A. Faridee Indrajeet Ghosh Nirmalya Roy 18 4 0 07 Apr 2023
Feature Relevance Analysis to Explain Concept Drift -- A Case Study in Human Activity Recognition Pekka Siirtola J. Röning 8 3 0 20 Jan 2023
Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks Rebecca Adaimi Edison Thomaz CLL 21 13 0 11 Mar 2022
DAPPER: Label-Free Performance Estimation after Personalization for Heterogeneous Mobile Sensing Taesik Gong Yewon Kim Adiba Orzikulova Yunxin Liu S. Hwang Jinwoo Shin Sung-Ju Lee 6 8 0 22 Nov 2021
Sense and Learn: Self-Supervision for Omnipresent Sensors Aaqib Saeed Victor Ungureanu Beat Gfeller OOD SSL 15 39 0 28 Sep 2020
Boosting Domain Adaptation by Discovering Latent Domains Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 136 154 0 03 May 2018