MX
Maxwell A. Xu
cs.LGcs.AIcs.CLeess.SPcs.DBcs.SEstat.ML
On Valency
published · living versionsW_uaym8uvu·v1 · currentpublished
AudioFM: Towards General Purpose Audio Representation Learning
with Yamin Li, Ruidong Zhang, Anran Wang, Eduardo Fonseca +17
1 version
Preprints & journals
14 papers in the corpus · 2021–2026Towards a General Intelligence and Interface for Wearable Health Data2605.22759v3 · Girish Narayanswamy, Maxwell A. Xu, A. Ali Heydari et al.2026 · 0 citationsarXiv
Bio-Inspired Self-Supervised Learning for Wrist-worn Accelerometer Data2603.10961v2 · Prithviraj Tarale, Kiet Chu, Abhishek Varghese et al.2026 · 0 citationsarXiv
Self-Supervised Dynamical System Representations for Physiological Time-Series2512.00239v2 · Yenho Chen, Maxwell A. Xu, James M. Rehg et al.2025 · 0 citationsarXiv
Prototype-based Self-Supervised Multimodal Learning for PPG and Accelerometry Signals2510.09764v3 · Wanting Mao, Maxwell A Xu, Harish Haresamudram et al.2025 · 0 citationsarXiv
SensorLM: Learning the Language of Wearable Sensors2506.09108v1 · Yuwei Zhang, Kumar Ayush, Siyuan Qiao et al.2025 · 7 citationsarXiv
RADAR: Benchmarking Language Models on Imperfect Tabular Data2506.08249v2 · Ken Gu, Zhihan Zhang, Kate Lin et al.2025 · 0 citationsarXiv
LSM-2: Learning from Incomplete Wearable Sensor Data2506.05321v1 · Maxwell A. Xu, Girish Narayanswamy, Kumar Ayush et al.2025 · 1 citationarXiv
Pulse-PPG: An Open-Source Field-Trained PPG Foundation Model for Wearable Applications Across Lab and Field Settings2502.01108v2 · Mithun Saha, Maxwell A. Xu, Wanting Mao et al.2025 · 18 citationsarXiv
PyPulse: A Python Library for Biosignal Imputation2412.06382v1 · Kevin Gao, Maxwell A. Xu, James M. Rehg et al.2024 · 0 citationsarXiv
RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data2411.18822v5 · Maxwell A. Xu, Jaya Narain, Gregory Darnell et al.2024 · 0 citationsThe Thirteenth International Conference on Learning Representations (ICLR), 2025
Towards Time Series Reasoning with LLMs2409.11376v2 · Winnie Chow, Lauren Gardiner, Haraldur T. Hallgr'imsson et al.2024 · 2 citationsarXiv
Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation.39319220 · Wei, Hui, Xu, Maxwell A, Samplawski, Colin et al.2024 · 0 citationsProceedings of machine learning research. 2024;248:137-154
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning2311.00519v4 · Maxwell A. Xu, Alexander Moreno, Hui Wei et al.2023 · 1 citationThe Eleventh International Conference on Learning Representations (2024)
Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling2110.13998v1 · Yu-Ying Liu, Alexander Moreno, Maxwell A. Xu et al.2021 · 0 citationsarXiv
Career total: 17 works. 14 are in this corpus.
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