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2020 – today
- 2024
[j5]Harish Haresamudram, Irfan Essa, Thomas Plötz
:
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition. Sensors 24(4): 1238 (2024)- [c9]Harish Haresamudram, Irfan Essa, Thomas Plötz:
A Washing Machine is All You Need? On the Feasibility of Machine Data for Self-Supervised Human Activity Recognition. ABC 2024: 1-10 - [i10]Megha Thukral, Sourish Gunesh Dhekane, Shruthi K. Hiremath, Harish Haresamudram, Thomas Ploetz:
Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST). CoRR abs/2405.12368 (2024) - [i9]Harish Haresamudram, Hrudhai Rajasekhar, Nikhil Murlidhar Shanbhogue, Thomas Ploetz:
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research. CoRR abs/2406.05900 (2024) - [i8]Harish Haresamudram, Apoorva Beedu, Mashfiqui Rabbi, Sankalita Saha, Irfan Essa, Thomas Ploetz:
Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them. CoRR abs/2408.12023 (2024) - 2023
- [c8]Harish Haresamudram, Jina Suh, Javier Hernandez, Jenna L. Butler, Ahad Chaudhry, Longqi Yang, Koustuv Saha, Mary Czerwinski:
Investigating Self-supervised Learning for Predicting Stress and Stressors from Passive Sensing. ACIIW 2023: 1-8 - [c7]Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Ploetz:
Solving the Sensor-based Activity Recognition Problem (SOAR): Self-supervised, Multi-modal Recognition of Activities from Wearable Sensors. UbiComp/ISWC Adjunct 2023: 759-761 - [c6]Sourish Gunesh Dhekane, Harish Haresamudram, Megha Thukral, Thomas Plötz:
How Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition? ISWC 2023: 66-70 - [c5]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition. PERCOM 2023: 232-241 - [i7]Harish Haresamudram, Irfan Essa, Thomas Ploetz:
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition. CoRR abs/2306.01108 (2023) - [i6]Megha Thukral, Harish Haresamudram, Thomas Ploetz:
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition. CoRR abs/2310.14390 (2023) - 2022
- [j4]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Assessing the State of Self-Supervised Human Activity Recognition Using Wearables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(3): 116:1-116:47 (2022) - [c4]Abrar Ahmed, Harish Haresamudram, Thomas Ploetz:
Clustering of Human Activities from Wearables by Adopting Nearest Neighbors. ISWC 2022: 1-5 - [c3]Mehrab Bin Morshed, Harish Kashyap Haresamudram, Dheeraj Bandaru, Gregory D. Abowd, Thomas Ploetz:
A Personalized Approach for Developing a Snacking Detection System using Earbuds in a Semi-Naturalistic Setting. ISWC 2022: 11-16 - [i5]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Assessing the State of Self-Supervised Human Activity Recognition using Wearables. CoRR abs/2202.12938 (2022) - [i4]Hyeongju Choi, Apoorva Beedu, Harish Haresamudram, Irfan Essa:
Multi-Stage Based Feature Fusion of Multi-Modal Data for Human Activity Recognition. CoRR abs/2211.04331 (2022) - [i3]Harish Haresamudram, Irfan Essa, Thomas Ploetz:
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition. CoRR abs/2211.06173 (2022) - 2021
- [j3]Harish Haresamudram, Irfan A. Essa, Thomas Plötz:
Contrastive Predictive Coding for Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(2): 65:1-65:26 (2021) - [j2]HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Ploetz:
Can You See It?: Good, So We Can Sense It! GetMobile Mob. Comput. Commun. 25(2): 38-42 (2021) - 2020
- [j1]HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Plötz:
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(3): 87:1-87:29 (2020) - [c2]Harish Haresamudram, Apoorva Beedu, Varun Agrawal, Patrick L. Grady, Irfan A. Essa, Judy Hoffman, Thomas Plötz:
Masked reconstruction based self-supervision for human activity recognition. ISWC 2020: 45-49 - [i2]HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Ploetz:
IMUTube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition. CoRR abs/2006.05675 (2020) - [i1]Harish Haresamudram, Irfan A. Essa, Thomas Ploetz:
Contrastive Predictive Coding for Human Activity Recognition. CoRR abs/2012.05333 (2020)
2010 – 2019
- 2019
- [c1]Harish Haresamudram, David V. Anderson, Thomas Plötz:
On the role of features in human activity recognition. UbiComp 2019: 78-88
Coauthor Index
aka: Thomas Ploetz
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