10 citations · 13 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 10 cited
Transfer Learning in Human Activity Recognition: A Survey
Sourish Gunesh Dhekane, Thomas Ploetz
Sensor-based human activity recognition (HAR) has been an active research area, owing to its applications in smart environments, assisted living, fitness, healthcare, etc. Recently…
cs.CV2023★ 2 cited
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition
Megha Thukral, Harish Haresamudram, Thomas Ploetz
The ubiquitous availability of smartphones and smartwatches with integrated inertial measurement units (IMUs) enables straightforward capturing of human activities. For specific ap…
cs.LG2023★ 1 cited
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition
Harish Haresamudram, Irfan Essa, Thomas Ploetz
Human activity recognition (HAR) in wearable computing is typically based on direct processing of sensor data. Sensor readings are translated into representations, either derived t…