Haresamudram, Harish

IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition

Kwon, H., Tong, C., Haresamudram, H., Gao, Y., Abowd, G. D., Lane, N. D., & Plötz, T. (2020) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Context-Aware Activity Recognition SystemsHuman Pose and Action Recognition

Cited by 152

Contrastive Predictive Coding for Human Activity Recognition

Haresamudram, H., Essa, I., & Plötz, T. (2021) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 150

Masked reconstruction based self-supervision for human activity recognition

Haresamudram, H., Beedu, A., Agrawal, V., Grady, P. L., Essa, I., Hoffman, J., & Plötz, T. (2020) · Proceedings of the 2020 International Symposium on Wearable Computers

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 146

Assessing the State of Self-Supervised Human Activity Recognition Using Wearables

Haresamudram, H., Essa, I., & Plötz, T. (2022) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 107

Assessing the State of Self-Supervised Human Activity Recognition using Wearables

Haresamudram, H., Essa, I., & Plötz, T. (2022) · arXiv

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 107

On the role of features in human activity recognition

Haresamudram, H., Anderson, D. V., & Plötz, T. (2019) · Proceedings of the 23rd International Symposium on Wearable Computers

Context-Aware Activity Recognition SystemsHuman Pose and Action Recognition

Cited by 90

Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition

Thukral, M., Haresamudram, H., & Ploetz, T. (2023) · arXiv

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 45

Past, Present, and Future of Sensor-based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task

Haresamudram, H., Tang, C. I., Suh, S., Lukowicz, P., & Plötz, T. (2025) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

Context-Aware Activity Recognition SystemsPhysical Activity and Health

Cited by 33

Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task

Haresamudram, H., Tang, C. I., Suh, S., Lukowicz, P., & Ploetz, T. (2024) · arXiv

Context-Aware Activity Recognition SystemsPhysical Activity and Health

Cited by 31

Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition

Haresamudram, H., Essa, I., & Ploetz, T. (2022) · arXiv

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 27

Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition

Haresamudram, H., Essa, I., & Plötz, T. (2023) · 2023 IEEE International Conference on Pervasive Computing and Communications (PerCom)

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 27

Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST)

Thukral, M., Dhekane, S. G., Hiremath, S. K., Haresamudram, H., & Ploetz, T. (2024) · arXiv

Context-Aware Activity Recognition SystemsIoT-based Smart Home Systems

Cited by 21

Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition

Haresamudram, H., Essa, I., & Plötz, T. (2024) · Sensors

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 14

IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition

Kwon, H., Tong, C., Haresamudram, H., Gao, Y., Abowd, G. D., Lane, N. D., & Ploetz, T. (2020) · arXiv

Context-Aware Activity Recognition SystemsHuman Pose and Action Recognition

Cited by 14

How Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition?

Dhekane, S. G., Haresamudram, H., Thukral, M., & Plötz, T. (2023) · Proceedings of the 2023 International Symposium on Wearable Computers

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 9

Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them

Haresamudram, H., Beedu, A., Rabbi, M., Saha, S., Essa, I., & Ploetz, T. (2025) · Proceedings of the AAAI Conference on Artificial Intelligence

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 8