Imagen de Portada

HAROOD: A Benchmark for Out-of-distribution Generalization in Sensor-based Human Activity Recognition

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Lu, Wang, Zhu, Yao, Wang, Jindong
Formato:	Preprint
Publicado:	2025
Materias:	Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Human Activity Recognition using RGB-Event based Sensors: A Multi-modal Heat Conduction Model and A Benchmark Dataset
por: Wang, Shiao, et al.
Publicado: (2025)

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

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

Machine Learning Techniques for Sensor-based Human Activity Recognition with Data Heterogeneity -- A Review
por: Ye, Xiaozhou, et al.
Publicado: (2024)

cGAN-Based High Dimensional IMU Sensor Data Generation for Enhanced Human Activity Recognition in Therapeutic Activities
por: Mohammadzadeh, Mohammad, et al.
Publicado: (2023)

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

Can In-context Learning Really Generalize to Out-of-distribution Tasks?
por: Wang, Qixun, et al.
Publicado: (2024)

Benchmarking Classical, Deep, and Generative Models for Human Activity Recognition
por: Hossain, Md Meem, et al.
Publicado: (2025)

DAMBench: A Multi-Modal Benchmark for Deep Learning-based Atmospheric Data Assimilation
por: Wang, Hao, et al.
Publicado: (2025)

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

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

Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms
por: Wang, Xiao, et al.
Publicado: (2024)

Generalized Out-of-distribution Fault Diagnosis (GOOFD) via Internal Contrastive Learning
por: Wang, Xingyue, et al.
Publicado: (2023)

Initial Findings on Sensor based Open Vocabulary Activity Recognition via Text Embedding Inversion
por: Ray, Lala Shakti Swarup, et al.
Publicado: (2025)

Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models
por: Zhou, Andy, et al.
Publicado: (2023)

Graph-Based Adversarial Domain Generalization with Anatomical Correlation Knowledge for Cross-User Human Activity Recognition
por: Ye, Xiaozhou, et al.
Publicado: (2025)

Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks
por: Wang, Hongjun, et al.
Publicado: (2024)

Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs
por: Yang, Shenzhi, et al.
Publicado: (2025)

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

Value Compass Benchmarks: A Platform for Fundamental and Validated Evaluation of LLMs Values
por: Yao, Jing, et al.
Publicado: (2025)

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities
por: Dhekane, Sourish Gunesh, et al.
Publicado: (2025)

Knowledge Distillation for Reservoir-based Classifier: Human Activity Recognition
por: Kagiyama, Masaharu, et al.
Publicado: (2025)

nanoML for Human Activity Recognition
por: Bacellar, Alan T. L., et al.
Publicado: (2025)

Explainable Deep Learning Framework for Human Activity Recognition
por: Huang, Yiran, et al.
Publicado: (2024)

Process-aware Human Activity Recognition
por: Zheng, Jiawei, et al.
Publicado: (2024)

Human Activity Recognition using Smartphones
por: Sonawane, Mayur, et al.
Publicado: (2024)

Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition
por: Chen, Xi, et al.
Publicado: (2024)

SER Evals: In-domain and Out-of-domain Benchmarking for Speech Emotion Recognition
por: Osman, Mohamed, et al.
Publicado: (2024)

EOOD: Entropy-based Out-of-distribution Detection
por: Yang, Guide, et al.
Publicado: (2025)

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

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

A-MBER: Affective Memory Benchmark for Emotion Recognition
por: Wen, Deliang, et al.
Publicado: (2026)

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

ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-based Human Activity Recogntion
por: Ray, Lala Shakti Swarup, et al.
Publicado: (2024)

EventSTR: A Benchmark Dataset and Baselines for Event Stream based Scene Text Recognition
por: Wang, Xiao, et al.
Publicado: (2025)

Collaborative Temporal Feature Generation via Critic-Free Reinforcement Learning for Cross-User Sensor-Based Activity Recognition
por: Ye, Xiaozhou, et al.
Publicado: (2026)

Generative Risk Minimization for Out-of-Distribution Generalization on Graphs
por: Wang, Song, et al.
Publicado: (2025)

ADLGen: Synthesizing Symbolic, Event-Triggered Sensor Sequences for Human Activity Modeling
por: You, Weihang, et al.
Publicado: (2025)

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

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