Cover Image

Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Xi, Cumin, Julien, Ramparany, Fano, Vaufreydaz, Dominique
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MuRAL: A Multi-Resident Ambient Sensor Dataset Annotated with Natural Language for Activities of Daily Living
by: Chen, Xi, et al.
Published: (2025)

Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition
by: Chen, Xi, et al.
Published: (2024)

Variational Encoder--Multi-Decoder (VE-MD) for Privacy-by-functional-design (Group) Emotion Recognition
by: Augusma, Anderson, et al.
Published: (2026)

PIM: Physics-Informed Multi-task Pre-training for Improving Inertial Sensor-Based Human Activity Recognition
by: Nshimyimana, Dominique, et al.
Published: (2025)

Efficient Online Continual Learning in Sensor-Based Human Activity Recognition
by: Zhang, Yao, et al.
Published: (2025)

Knowledge Distillation for LLM-Based Human Activity Recognition in Homes
by: Cumin, Julien, et al.
Published: (2026)

HARMamba: Efficient and Lightweight Wearable Sensor Human Activity Recognition Based on Bidirectional Mamba
by: Li, Shuangjian, et al.
Published: (2024)

Process Optimization and Deployment for Sensor-Based Human Activity Recognition Based on Deep Learning
by: Liu, Hanyu, et al.
Published: (2025)

Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition
by: Xie, Haoyu, et al.
Published: (2025)

Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning
by: Xiong, Di, et al.
Published: (2024)

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)

Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity Recognition
by: Zakka, Vincent Gbouna, et al.
Published: (2025)

Triple Spectral Fusion for Sensor-based Human Activity Recognition
by: Zhang, Ye, et al.
Published: (2026)

Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition
by: Wang, Shuoyuan, et al.
Published: (2023)

Leveraging Imperfect Medical Data: A Manifold-Consistent Spatio-Temporal Network for Sensor-based Human Activity Recognition
by: Fan, Jiangtao, et al.
Published: (2026)

Real-Time Human Activity Recognition on Edge Microcontrollers: Dynamic Hierarchical Inference with Multi-Spectral Sensor Fusion
by: Li, Boyu, et al.
Published: (2026)

Human Activity Recognition from Wearable Sensor Data Using Self-Attention
by: Mahmud, Saif, et al.
Published: (2020)

RAG-HAR: Retrieval Augmented Generation-based Human Activity Recognition
by: Sivaroopan, Nirhoshan, et al.
Published: (2025)

CMD-HAR: Cross-Modal Disentanglement for Wearable Human Activity Recognition
by: Yu, Ying, 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)

Physics-Guided Attention in a Lightweight TCN for Efficient WiFi CSI-Based Human Activity Recognition
by: Ranasingha, Chinthaka, 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)

Feature Fusion for Human Activity Recognition using Parameter-Optimized Multi-Stage Graph Convolutional Network and Transformer Models
by: Belal, Mohammad, et al.
Published: (2024)

FLOW: Fusing and Shuffling Global and Local Views for Cross-User Human Activity Recognition with IMUs
by: Qiu, Qi, et al.
Published: (2024)

Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation
by: Tan, Zhaorui, et al.
Published: (2024)

Progressive Multi-Source Domain Adaptation for Personalized Facial Expression Recognition
by: Zeeshan, Muhammad Osama, et al.
Published: (2025)

Action Recognition in Real-World Ambient Assisted Living Environment
by: Zakka, Vincent Gbouna, et al.
Published: (2025)

Non-stationary BERT: Exploring Augmented IMU Data For Robust Human Activity Recognition
by: Sun, Ning, et al.
Published: (2024)

USAD: End-to-End Human Activity Recognition via Diffusion Model with Spatiotemporal Attention
by: Xiao, Hang, et al.
Published: (2025)

Toward Optimal Sampling Rate Selection and Unbiased Classification for Precise Animal Activity Recognition
by: Mao, Axiu, et al.
Published: (2026)

PressTrack-HMR: Pressure-Based Top-Down Multi-Person Global Human Mesh Recovery
by: Yuan, Jiayue, et al.
Published: (2025)

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
by: Grauman, Kristen, et al.
Published: (2023)

LLM-Guided Exemplar Selection for Few-Shot Wearable-Sensor Human Activity Recognition
by: Ronando, Elsen, 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)

Virtual Fusion with Contrastive Learning for Single Sensor-based Activity Recognition
by: Nguyen, Duc-Anh, et al.
Published: (2023)

Enhancing Personality Recognition by Comparing the Predictive Power of Traits, Facets, and Nuances
by: Ansari, Amir, et al.
Published: (2026)

OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery
by: Bai, Long, et al.
Published: (2024)

Towards Human-Understandable Multi-Dimensional Concept Discovery
by: Grobrügge, Arne, et al.
Published: (2025)

DETACH : Decomposed Spatio-Temporal Alignment for Exocentric Video and Ambient Sensors with Staged Learning
by: Yoon, Junho, 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)