Stratified Transfer Learning for Cross-domain Activity Recognition

25 December 2017

Philip S. Yu

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

50 / 52 papers shown

Title
VaCDA: Variational Contrastive Alignment-based Scalable Human Activity Recognition Soham Khisa Avijoy Chakma 51 0 0 08 May 2025
Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning Di Xiong Shuoyuan Wang Lei Zhang Wenbo Huang Chaolei Han 70 0 0 18 Dec 2024
WorkR: Occupation Inference for Intelligent Task Assistance Yonchanok Khaokaew Hao Xue Mohammad Saiedur Rahaman Flora D. Salim 14 0 0 26 Jul 2024
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
A Survey on Multimodal Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang Syed Tousiful Haque Yan Yan A. Ngu 77 7 0 14 Apr 2024
SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay Hyungjun Yoon Jaehyun Kwak Biniyam Aschalew Tolera Gaole Dai Mo Li Taesik Gong Kimin Lee Sung-Ju Lee SSL VLM 49 0 0 29 Mar 2024
Multi-channel Time Series Decomposition Network For Generalizable Sensor-Based Activity Recognition Jianguo Pan Zhengxin Hu Lingdun Zhang Xia Cai AI4TS 24 2 0 28 Mar 2024
Cross-user activity recognition via temporal relation optimal transport Xiaozhou Ye Kevin I-Kai Wang 30 5 0 12 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 26 7 0 12 Mar 2024
HEAL: Brain-inspired Hyperdimensional Efficient Active Learning Yang Ni Zhuowen Zou Wenjun Huang Hanning Chen William Youngwoo Chung Samuel Cho R. Krishnan Pietro Mercati Mohsen Imani 42 3 0 17 Feb 2024
Transfer Learning in Human Activity Recognition: A Survey Sourish Gunesh Dhekane Thomas Ploetz MU AI4TS 38 34 0 18 Jan 2024
Risk of Transfer Learning and its Applications in Finance Haoyang Cao Haotian Gu Xin Guo Mathieu Rosenbaum 34 0 0 06 Nov 2023
Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning Anton Lee Yaqian Zhang Heitor Murilo Gomes Albert Bifet Bernhard Pfahringer CLL 16 2 0 30 Oct 2023
Hadamard Domain Training with Integers for Class Incremental Quantized Learning Martin Schiemer Clemens J. S. Schaefer Jayden Parker Vap Mark Horeni Yu Emma Wang Juan Ye Siddharth Joshi 41 2 0 05 Oct 2023
Knowledge-inspired Subdomain Adaptation for Cross-Domain Knowledge Transfer Liyue Chen Linian Wang Jinyu Xu Shuai Chen Weiqiang Wang Wenbiao Zhao Qiyu Li Leye Wang 27 7 0 17 Aug 2023
Transfer Learning for Portfolio Optimization Haoyang Cao Haotian Gu Xin Guo M. Rosenbaum 34 0 0 25 Jul 2023
Feasibility of Transfer Learning: A Mathematical Framework Haoyang Cao Haotian Gu Xin Guo 36 4 0 22 May 2023
A Survey on Time-Series Pre-Trained Models Qianli Ma Zichen Liu Zhenjing Zheng Ziyang Huang Siying Zhu Zhongzhong Yu James T. Kwok AI4TS 31 50 0 18 May 2023
Activity Classification Using Unsupervised Domain Transfer from Body Worn Sensors Chaitra Hedge Gezheng Wen Layne Price 23 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
Feasibility and Transferability of Transfer Learning: A Mathematical Framework Haoyang Cao Haotian Gu Xin Guo M. Rosenbaum 41 2 0 27 Jan 2023
Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey G. Sarafraz Armin Behnamnia Mehran Hosseinzadeh Ali Balapour Amin Meghrazi Hamid R. Rabiee OOD AI4CE 35 7 0 04 Dec 2022
Enabling Heterogeneous Domain Adaptation in Multi-inhabitants Smart Home Activity Learning Md. Mahmudur Rahman Mahta Mousavi P. Tarr Mohammad Arif Ul Alam 15 3 0 18 Oct 2022
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
Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution Wang Lu Jindong Wang Yidong Wang Xingxu Xie OOD 32 5 0 01 Sep 2022
Domain Generalization for Activity Recognition via Adaptive Feature Fusion Xin Qin Jindong Wang Yiqiang Chen Wang Lu Xinlong Jiang OOD 42 36 0 21 Jul 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
A Semantic Consistency Feature Alignment Object Detection Model Based on Mixed-Class Distribution Metrics Lijun Gou Jinrong Yang Hangchen Yu Pan Wang Xiaoping Li Chao Deng 30 2 0 12 Jun 2022
Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift Felix Ott David Rügamer Lucas Heublein Bernd Bischl Christopher Mutschler OOD TTA AI4TS 38 31 0 07 Apr 2022
Human Activity Recognition on wrist-worn accelerometers using self-supervised neural networks Niranjan Sridhar L. Myers 16 1 0 22 Dec 2021
A Survey of Unsupervised Domain Adaptation for Visual Recognition Youshan Zhang OOD 30 44 0 13 Dec 2021
Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition Sungho Suh Vitor Fortes Rey P. Lukowicz AAML 48 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
Deep Subdomain Adaptation Network for Image Classification Yongchun Zhu Fuzhen Zhuang Jindong Wang Guolin Ke Jingwu Chen Jiang Bian Hui Xiong Qing He 21 760 0 17 Jun 2021
Invariant Feature Learning for Sensor-based Human Activity Recognition Yujiao Hao Boyu Wang Rong Zheng 21 20 0 14 Dec 2020
Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition Elnaz Soleimani G. Khodabandelou A. Chibani Y. Amirat 33 1 0 11 Nov 2020
It's the Best Only When It Fits You Most: Finding Related Models for Serving Based on Dynamic Locality Sensitive Hashing Lixi Zhou Zijie Wang A. Das Jia Zou 21 2 0 13 Oct 2020
Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning Tianshui Chen Tao Pu Hefeng Wu Yuan Xie Lingbo Liu Liang Lin 14 98 0 03 Aug 2020
Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition Yuan Xie Tianshui Chen Tao Pu Hefeng Wu Liang Lin 24 56 0 03 Aug 2020
Continual Learning in Human Activity Recognition: an Empirical Analysis of Regularization Saurav Jha Martin Schiemer Juan Ye CLL 4 13 0 06 Jul 2020
Handling Variable-Dimensional Time Series with Graph Neural Networks Vibhor Gupta Jyoti Narwariya Pankaj Malhotra L. Vig Gautam M. Shroff AI4TS 8 6 0 01 Jul 2020
Transfer Learning for Thermal Comfort Prediction in Multiple Cities Nan Gao Wei Shao Mohammad Saiedur Rahaman Jun Zhai Klaus David Flora D. Salim AI4CE 11 78 0 29 Apr 2020
Impact of ImageNet Model Selection on Domain Adaptation Youshan Zhang Brian D. Davison FAtt OOD VLM 39 34 0 06 Feb 2020
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 64 4,350 0 07 Nov 2019
Transfer Learning with Dynamic Adversarial Adaptation Network Chaohui Yu Jindong Wang Yiqiang Chen Meiyu Huang TTA OOD 24 296 0 18 Sep 2019
Transfer Learning with Dynamic Distribution Adaptation Jindong Wang Yiqiang Chen Wenjie Feng Han Yu Meiyu Huang Qiang Yang OOD 26 239 0 17 Sep 2019
FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare Yiqiang Chen Jindong Wang Chaohui Yu Wen Gao Xin Qin FedML 34 705 0 22 Jul 2019
Easy Transfer Learning By Exploiting Intra-domain Structures Jindong Wang Yiqiang Chen Han Yu Meiyu Huang Qiang Yang 19 130 0 02 Apr 2019
Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks Elnaz Soleimani Ehsan Nazerfard GAN 22 120 0 29 Mar 2019
Accelerating Deep Unsupervised Domain Adaptation with Transfer Channel Pruning Chaohui Yu Jindong Wang Yiqiang Chen Zijing Wu 32 22 0 25 Mar 2019