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Showing 2024Show all
3 papers · 1 filter
cs.LG2024★ 3 cited
PRIMUS: Pretraining IMU Encoders with Multimodal Self-Supervision
Arnav M. Das, Chi Ian Tang, Fahim Kawsar +1
Sensing human motions through Inertial Measurement Units (IMUs) embedded in personal devices has enabled significant applications in health and wellness. Labeled IMU data is scarce…
cs.CL2024★ 5 cited
NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers
Salvatore Greco, Ke Zhou, Licia Capra +2
AI regulations are expected to prohibit machine learning models from using sensitive attributes during training. However, the latest Natural Language Processing (NLP) classifiers,…
cs.LG2024★ 20 cited
Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data
Aritra Hota, Soumyajit Chatterjee, Sandip Chakraborty
Traditional human-in-the-loop-based annotation for time-series data like inertial data often requires access to alternate modalities like video or audio from the environment. These…