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cs.LG2024★ 1 cited
Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition -- And Ways to Overcome Them
Harish Haresamudram, Apoorva Beedu, Mashfiqui Rabbi +3
Cross-modal contrastive pre-training between natural language and other modalities, e.g., vision and audio, has demonstrated astonishing performance and effectiveness across a dive…
cs.LG2024★ 1 cited
Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models
Shruthi K. Hiremath, Thomas Ploetz
Human Activity Recognition is a time-series analysis problem. A popular analysis procedure used by the community assumes an optimal window length to design recognition pipelines. H…