@article{tinierhartowardsultralightweightdeeplear, title = {TinierHAR: Towards Ultra-Lightweight Deep Learning Models for Efficient Human Activity Recognition on Edge Devices}, author = {Sizhen Bian and Mengxi Liu and Vitor Fortes Rey and Daniel Geissler and Paul Lukowicz}, year = {2025}, eprint = {2507.07949}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.07949}, }