2025 "human activity recognition" Papers

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DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding

Thomas Kreutz, Max Mühlhäuser, Alejandro Sanchez Guinea

ICCV 2025posterarXiv:2506.13897

MoPFormer: Motion-Primitive Transformer for Wearable-Sensor Activity Recognition

Hao Zhang, Zhan Zhuang, Xuehao Wang et al.

NEURIPS 2025oralarXiv:2505.20744
3
citations

OctoNet: A Large-Scale Multi-Modal Dataset for Human Activity Understanding Grounded in Motion-Captured 3D Pose Labels

Dongsheng Yuan, Xie Zhang, Weiying Hou et al.

NEURIPS 2025poster

RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data

Maxwell Xu, Jaya Narain, Gregory Darnell et al.

ICLR 2025posterarXiv:2411.18822
12
citations

Toward Interpretable Evaluation Measures for Time Series Segmentation

Félix Chavelli, Paul Boniol, Michaël Thomazo

NEURIPS 2025oralarXiv:2510.23261

X-Fi: A Modality-Invariant Foundation Model for Multimodal Human Sensing

Xinyan Chen, Jianfei Yang

ICLR 2025posterarXiv:2410.10167
10
citations