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ORCIDThomas Plötz
- > Home > Persons > Thomas Plötz
Publications
- 2024
[j50]Harish Haresamudram, Irfan Essa, Thomas Plötz
:
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition. Sensors 24(4): 1238 (2024)- 2023
- [c79]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition. PERCOM 2023: 232-241 - [i27]Harish Haresamudram, Irfan Essa, Thomas Ploetz:
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition. CoRR abs/2306.01108 (2023) - 2022
- [j41]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) - [i23]Harish Haresamudram, Irfan Essa, Thomas Plötz:
Assessing the State of Self-Supervised Human Activity Recognition using Wearables. CoRR abs/2202.12938 (2022) - [i22]Daniel Scarafoni, Irfan Essa, Thomas Ploetz:
Finding Islands of Predictability in Action Forecasting. CoRR abs/2210.07354 (2022) - [i20]Harish Haresamudram, Irfan Essa, Thomas Ploetz:
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition. CoRR abs/2211.06173 (2022) - 2021
- [j37]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) - [i18]Dan Scarafoni, Irfan Essa, Thomas Ploetz:
PLAN-B: Predicting Likely Alternative Next Best Sequences for Action Prediction. CoRR abs/2103.15987 (2021) - 2020
- [c69]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 - [i12]Harish Haresamudram, Irfan A. Essa, Thomas Ploetz:
Contrastive Predictive Coding for Human Activity Recognition. CoRR abs/2012.05333 (2020) - 2016
- [j15]Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L. Sarin, Thomas Ploetz, Mark A. Clements, Irfan A. Essa:
Automated video-based assessment of surgical skills for training and evaluation in medical schools. Int. J. Comput. Assist. Radiol. Surg. 11(9): 1623-1636 (2016) - 2015
- [i2]Vinay Bettadapura, Grant Schindler, Thomas Plötz, Irfan A. Essa:
Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition. CoRR abs/1510.02071 (2015) - 2014
- [c39]Yachna Sharma, Thomas Plötz, Nils Y. Hammerla, Sebastian Mellor, Roisin McNaney, Patrick Olivier, Sandeep Deshmukh, Andrew McCaskie, Irfan A. Essa:
Automated surgical OSATS prediction from videos. ISBI 2014: 461-464 - 2013
- [c36]Vinay Bettadapura, Grant Schindler, Thomas Ploetz, Irfan A. Essa:
Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition. CVPR 2013: 2619-2626 - 2012
- [c29]Edison Thomaz, Vinay Bettadapura, Gabriel Reyes, Megha Sandesh, Grant Schindler, Thomas Plötz, Gregory D. Abowd, Irfan A. Essa:
Recognizing water-based activities in the home through infrastructure-mediated sensing. UbiComp 2012: 85-94
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