IMUTube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition H Kwon, C Tong, H Haresamudram, Y Gao, GD Abowd, ND Lane, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020 | 153 | 2020 |
Masked reconstruction based self-supervision for human activity recognition H Haresamudram, A Beedu, V Agrawal, PL Grady, I Essa, J Hoffman, ... Proceedings of the 2020 ACM International Symposium on Wearable Computers, 45-49, 2020 | 129 | 2020 |
Contrastive Predictive Coding for Human Activity Recognition H Haresamudram, I Essa, T Plötz Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021 | 118 | 2021 |
On the role of features in human activity recognition H Haresamudram, DV Anderson, T Plötz Proceedings of the 2019 ACM International Symposium on Wearable Computers, 78-88, 2019 | 96 | 2019 |
Assessing the State of Self-Supervised Human Activity Recognition using Wearables H Haresamudram, I Essa, T Plötz Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022 | 76 | 2022 |
Investigating enhancements to contrastive predictive coding for human activity recognition H Haresamudram, I Essa, T Plötz 2023 IEEE International Conference on Pervasive Computing and Communications …, 2023 | 24 | 2023 |
Factor analysis methods for joint speaker verification and spoof detection BK Dhanush, S Suparna, R Aarthy, C Likhita, D Shashank, H Harish, ... 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 18 | 2017 |
Method and system for automatic extraction of virtual on-body inertial measurement units H Kwon, GD Abowd, HK Haresamudram, T Ploetz, EGC Tong, Y Gao, ... US Patent App. 17/464,488, 2022 | 14 | 2022 |
A personalized approach for developing a snacking detection system using earbuds in a semi-naturalistic setting M Bin Morshed, HK Haresamudram, D Bandaru, GD Abowd, T Plötz Proceedings of the 2022 ACM International Symposium on Wearable Computers, 11-16, 2022 | 10 | 2022 |
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition H Haresamudram, I Essa, T Ploetz Sensors 24 (4), 1238, 2024 | 8 | 2024 |
How Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition? SG Dhekane, H Haresamudram, M Thukral, T Plötz Proceedings of the 2023 ACM International Symposium on Wearable Computers, 66-70, 2023 | 7 | 2023 |
Clustering of Human Activities from Wearables by Adopting Nearest Neighbors A Ahmed, H Haresamudram, T Ploetz Proceedings of the 2022 ACM International Symposium on Wearable Computers, 1-5, 2022 | 7 | 2022 |
IITG-Indigo system for NIST 2016 SRE challenge N Kumar, RK Das, S Jelil, BK Dhanush, H Kashyap, KSR Murty, ... Proceedings of the Annual Conference of the International Speech …, 2017 | 4 | 2017 |
Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST) M Thukral, SG Dhekane, SK Hiremath, H Haresamudram, T Ploetz arXiv preprint arXiv:2405.12368, 2024 | 3 | 2024 |
Cross-domain har: Few shot transfer learning for human activity recognition M Thukral, H Haresamudram, T Ploetz ACM Transactions on Intelligent Systems and Technology, 2023 | 3 | 2023 |
Software fault tolerance in PISAT A Krishna, BN Baliga, H Kashyap, MM Nayak, D Rao, VK Agrawal 2015 IEEE International Conference on Electronics, Computing and …, 2015 | 3* | 2015 |
Solving the Sensor-based Activity Recognition Problem (SOAR): Self-supervised, Multi-modal Recognition of Activities from Wearable Sensors H Haresamudram, CI Tang, S Suh, P Lukowicz, T Ploetz Adjunct Proceedings of the 2023 ACM International Joint Conference on …, 2023 | 2 | 2023 |
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research H Haresamudram, H Rajasekhar, NM Shanbhogue, T Ploetz arXiv preprint arXiv:2406.05900, 2024 | 1 | 2024 |
Investigating self-supervised learning for predicting stress and stressors from passive sensing H Haresamudram, J Suh, J Hernandez, J Butler, A Chaudhry, L Yang, ... 2023 11th International Conference on Affective Computing and Intelligent …, 2023 | 1 | 2023 |
Personalization Models for Human Activity Recognition with Distribution Matching-Based Metrics HT Nguyen, H Kwon, H Haresamudram, AF Peterson, T Plötz Deep Learning for Human Activity Recognition: Second International Workshop …, 2021 | 1 | 2021 |