Efficient Online Continual Learning in Sensor-Based Human Activity Recognition
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Yao, Clayton, Souza Leite, Xiao, Yu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Process Optimization and Deployment for Sensor-Based Human Activity Recognition Based on Deep Learning
by: Liu, Hanyu, et al.
Published: (2025)
by: Liu, Hanyu, et al.
Published: (2025)
HARMamba: Efficient and Lightweight Wearable Sensor Human Activity Recognition Based on Bidirectional Mamba
by: Li, Shuangjian, et al.
Published: (2024)
by: Li, Shuangjian, et al.
Published: (2024)
Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning
by: Xiong, Di, et al.
Published: (2024)
by: Xiong, Di, et al.
Published: (2024)
Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition
by: Chen, Xi, et al.
Published: (2024)
by: Chen, Xi, et al.
Published: (2024)
PIM: Physics-Informed Multi-task Pre-training for Improving Inertial Sensor-Based Human Activity Recognition
by: Nshimyimana, Dominique, et al.
Published: (2025)
by: Nshimyimana, Dominique, et al.
Published: (2025)
Triple Spectral Fusion for Sensor-based Human Activity Recognition
by: Zhang, Ye, et al.
Published: (2026)
by: Zhang, Ye, et al.
Published: (2026)
CMD-HAR: Cross-Modal Disentanglement for Wearable Human Activity Recognition
by: Yu, Ying, et al.
Published: (2025)
by: Yu, Ying, et al.
Published: (2025)
USAD: End-to-End Human Activity Recognition via Diffusion Model with Spatiotemporal Attention
by: Xiao, Hang, et al.
Published: (2025)
by: Xiao, Hang, et al.
Published: (2025)
Physics-Guided Attention in a Lightweight TCN for Efficient WiFi CSI-Based Human Activity Recognition
by: Ranasingha, Chinthaka, et al.
Published: (2026)
by: Ranasingha, Chinthaka, et al.
Published: (2026)
Human Activity Recognition using RGB-Event based Sensors: A Multi-modal Heat Conduction Model and A Benchmark Dataset
by: Wang, Shiao, et al.
Published: (2025)
by: Wang, Shiao, et al.
Published: (2025)
Decoupled Prompt-Adapter Tuning for Continual Activity Recognition
by: Fu, Di, et al.
Published: (2024)
by: Fu, Di, et al.
Published: (2024)
Leveraging Imperfect Medical Data: A Manifold-Consistent Spatio-Temporal Network for Sensor-based Human Activity Recognition
by: Fan, Jiangtao, et al.
Published: (2026)
by: Fan, Jiangtao, et al.
Published: (2026)
Human Activity Recognition from Wearable Sensor Data Using Self-Attention
by: Mahmud, Saif, et al.
Published: (2020)
by: Mahmud, Saif, et al.
Published: (2020)
Mask and Compress: Efficient Skeleton-based Action Recognition in Continual Learning
by: Mosconi, Matteo, et al.
Published: (2024)
by: Mosconi, Matteo, et al.
Published: (2024)
Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition
by: Xie, Haoyu, et al.
Published: (2025)
by: Xie, Haoyu, et al.
Published: (2025)
Non-stationary BERT: Exploring Augmented IMU Data For Robust Human Activity Recognition
by: Sun, Ning, et al.
Published: (2024)
by: Sun, Ning, et al.
Published: (2024)
Virtual Fusion with Contrastive Learning for Single Sensor-based Activity Recognition
by: Nguyen, Duc-Anh, et al.
Published: (2023)
by: Nguyen, Duc-Anh, et al.
Published: (2023)
Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity Recognition
by: Zakka, Vincent Gbouna, et al.
Published: (2025)
by: Zakka, Vincent Gbouna, et al.
Published: (2025)
Collaborative Temporal Feature Generation via Critic-Free Reinforcement Learning for Cross-User Sensor-Based Activity Recognition
by: Ye, Xiaozhou, et al.
Published: (2026)
by: Ye, Xiaozhou, et al.
Published: (2026)
RAG-HAR: Retrieval Augmented Generation-based Human Activity Recognition
by: Sivaroopan, Nirhoshan, et al.
Published: (2025)
by: Sivaroopan, Nirhoshan, et al.
Published: (2025)
Explainable Fall Detection for Elderly Monitoring via Temporally Stable SHAP in Skeleton-Based Human Activity Recognition
by: Saleh, Mohammad, et al.
Published: (2026)
by: Saleh, Mohammad, et al.
Published: (2026)
Continual Multimodal Egocentric Activity Recognition via Modality-Aware Novel Detection
by: Lim, Wonseon, et al.
Published: (2026)
by: Lim, Wonseon, et al.
Published: (2026)
TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition
by: Ray, Lala Shakti Swarup, et al.
Published: (2025)
by: Ray, Lala Shakti Swarup, et al.
Published: (2025)
StrengthSense: A Dataset of IMU Signals Capturing Everyday Strength-Demanding Activities
by: Yang, Zeyu, et al.
Published: (2025)
by: Yang, Zeyu, et al.
Published: (2025)
TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential
by: Liu, Dongjingdin, et al.
Published: (2023)
by: Liu, Dongjingdin, et al.
Published: (2023)
DESign: Dynamic Context-Aware Convolution and Efficient Subnet Regularization for Continuous Sign Language Recognition
by: Liu, Sheng, et al.
Published: (2025)
by: Liu, Sheng, et al.
Published: (2025)
Real-Time Human Activity Recognition on Edge Microcontrollers: Dynamic Hierarchical Inference with Multi-Spectral Sensor Fusion
by: Li, Boyu, et al.
Published: (2026)
by: Li, Boyu, et al.
Published: (2026)
FLOW: Fusing and Shuffling Global and Local Views for Cross-User Human Activity Recognition with IMUs
by: Qiu, Qi, et al.
Published: (2024)
by: Qiu, Qi, et al.
Published: (2024)
Memory Efficient Continual Learning for Edge-Based Visual Anomaly Detection
by: Barusco, Manuel, et al.
Published: (2025)
by: Barusco, Manuel, et al.
Published: (2025)
Fraesormer: Learning Adaptive Sparse Transformer for Efficient Food Recognition
by: Zou, Shun, et al.
Published: (2025)
by: Zou, Shun, et al.
Published: (2025)
DesCLIP: Robust Continual Learning via General Attribute Descriptions for VLM-Based Visual Recognition
by: He, Chiyuan, et al.
Published: (2025)
by: He, Chiyuan, et al.
Published: (2025)
Evaluating Visual Prompts with Eye-Tracking Data for MLLM-Based Human Activity Recognition
by: Choi, Jae Young, et al.
Published: (2026)
by: Choi, Jae Young, et al.
Published: (2026)
Temporal Continual Learning with Prior Compensation for Human Motion Prediction
by: Tang, Jianwei, et al.
Published: (2025)
by: Tang, Jianwei, et al.
Published: (2025)
Learning with Category-Equivariant Representations for Human Activity Recognition
by: Maruyama, Yoshihiro
Published: (2025)
by: Maruyama, Yoshihiro
Published: (2025)
Learning with Category-Equivariant Architectures for Human Activity Recognition
by: Maruyama, Yoshihiro
Published: (2025)
by: Maruyama, Yoshihiro
Published: (2025)
Idempotent Unsupervised Representation Learning for Skeleton-Based Action Recognition
by: Lin, Lilang, et al.
Published: (2024)
by: Lin, Lilang, et al.
Published: (2024)
A Lightweight Transformer for Pain Recognition from Brain Activity
by: Gkikas, Stefanos, et al.
Published: (2026)
by: Gkikas, Stefanos, et al.
Published: (2026)
COMODO: Cross-Modal Video-to-IMU Distillation for Efficient Egocentric Human Activity Recognition
by: Chen, Baiyu, et al.
Published: (2025)
by: Chen, Baiyu, et al.
Published: (2025)
Feature Fusion for Human Activity Recognition using Parameter-Optimized Multi-Stage Graph Convolutional Network and Transformer Models
by: Belal, Mohammad, et al.
Published: (2024)
by: Belal, Mohammad, et al.
Published: (2024)
OnlineHOI: Towards Online Human-Object Interaction Generation and Perception
by: Ji, Yihong, et al.
Published: (2025)
by: Ji, Yihong, et al.
Published: (2025)
Similar Items
-
Process Optimization and Deployment for Sensor-Based Human Activity Recognition Based on Deep Learning
by: Liu, Hanyu, et al.
Published: (2025) -
HARMamba: Efficient and Lightweight Wearable Sensor Human Activity Recognition Based on Bidirectional Mamba
by: Li, Shuangjian, et al.
Published: (2024) -
Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning
by: Xiong, Di, et al.
Published: (2024) -
Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition
by: Chen, Xi, et al.
Published: (2024) -
PIM: Physics-Informed Multi-task Pre-training for Improving Inertial Sensor-Based Human Activity Recognition
by: Nshimyimana, Dominique, et al.
Published: (2025)