Harish Haresamudram

34 papers A* 2Misc 5Journal 22Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
How Well Do Multimodal Models Reason on ECG Signals?
CoRR
Maxwell A. Xu, Harish Haresamudram, Catherine W. Liu, Patrick Langer, Jathurshan Pradeepkumar, Wanting Mao, Sunita J. Ferns, Aradhana Verma, Jimeng Sun, Paul Schmiedmayer, Xin Liu, Daniel McDuff, Emily B. Fox, James M. Rehg
2025 J jnl
Cross-Domain HAR: Few-Shot Transfer Learning for Human Activity Recognition.
ACM Trans. Intell. Syst. Technol.
Megha Thukral, Harish Haresamudram, Thomas Plötz
2025 — conf
Generative AI and Foundation Models for Human Sensing (GenAI4HS).
UbiComp Companion
Harish Haresamudram, Chi Ian Tang, Megha Thukral, Vítor Fortes Rey, Sungho Suh, Bo Zhou, Paul Lukowicz, Thomas Plötz
2025 J jnl
Layout-Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST).
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Megha Thukral, Sourish Gunesh Dhekane, Shruthi K. Hiremath, Harish Haresamudram, Thomas Ploetz
2025 J jnl
Leveraging Shared Prototypes for a Multimodal Pulse Motion Foundation Model.
CoRR
Wanting Mao, Maxwell A. Xu, Harish Haresamudram, Mithun Saha, Santosh Kumar, James Matthew Rehg
2025 A* conf
Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them.
AAAI
Harish Haresamudram, Apoorva Beedu, Mashfiqui Rabbi, Sankalita Saha, Irfan Essa, Thomas Ploetz
2025 J jnl
Models Got Talent: Identifying High Performing Wearable Human Activity Recognition Models Without Training.
CoRR
Richard Goldman, Varun Komperla, Thomas Ploetz, Harish Haresamudram
2025 J jnl
Past, Present, and Future of Sensor-based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Plötz
2025 Misc conf
Text Descriptions of Actions and Objects Improve Action Anticipation.
ICASSP
Apoorva Beedu, Harish Haresamudram, Irfan Essa
2024 — conf
A Washing Machine is All You Need? On the Feasibility of Machine Data for Self-Supervised Human Activity Recognition.
ABC
Harish Haresamudram, Irfan Essa, Thomas Plötz
2024 J jnl
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research.
CoRR
Harish Haresamudram, Hrudhai Rajasekhar, Nikhil Murlidhar Shanbhogue, Thomas Ploetz
2024 J jnl
Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST).
CoRR
Megha Thukral, Sourish Gunesh Dhekane, Shruthi K. Hiremath, Harish Haresamudram, Thomas Ploetz
2024 J jnl
Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them.
CoRR
Harish Haresamudram, Apoorva Beedu, Mashfiqui Rabbi, Sankalita Saha, Irfan Essa, Thomas Ploetz
2024 J jnl
Past, Present, and Future of Sensor-based Human Activity Recognition using Wearables: A Surveying Tutorial on a Still Challenging Task.
CoRR
Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Ploetz
2024 — conf
Solving the Sensor-Based Activity Recognition Problem (SOAR): Self-Supervised, Multi-Modal Recognition of Activities from Wearable Sensors.
UbiComp Companion
Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Plötz
2024 J jnl
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition.
Sensors
Harish Haresamudram, Irfan Essa, Thomas Plötz
2023 J jnl
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition.
CoRR
Megha Thukral, Harish Haresamudram, Thomas Ploetz
2023 Misc conf
How Much Unlabeled Data is Really Needed for Effective Self-Supervised Human Activity Recognition?
ISWC
Sourish Gunesh Dhekane, Harish Haresamudram, Megha Thukral, Thomas Plötz
2023 A* conf
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition.
PERCOM
Harish Haresamudram, Irfan Essa, Thomas Plötz
2023 — conf
Investigating Self-supervised Learning for Predicting Stress and Stressors from Passive Sensing.
ACIIW
Harish Haresamudram, Jina Suh, Javier Hernandez, Jenna L. Butler, Ahad Chaudhry, Longqi Yang, Koustuv Saha, Mary Czerwinski
2023 — conf
Solving the Sensor-based Activity Recognition Problem (SOAR): Self-supervised, Multi-modal Recognition of Activities from Wearable Sensors.
UbiComp/ISWC Adjunct
Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Ploetz
2023 J jnl
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition.
CoRR
Harish Haresamudram, Irfan Essa, Thomas Ploetz
2022 J jnl
Assessing the State of Self-Supervised Human Activity Recognition Using Wearables.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Harish Haresamudram, Irfan Essa, Thomas Plötz
2022 J jnl
Assessing the State of Self-Supervised Human Activity Recognition using Wearables.
CoRR
Harish Haresamudram, Irfan Essa, Thomas Plötz
2022 Misc conf
Clustering of Human Activities from Wearables by Adopting Nearest Neighbors.
ISWC
Abrar Ahmed, Harish Haresamudram, Thomas Ploetz
2022 J jnl
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition.
CoRR
Harish Haresamudram, Irfan Essa, Thomas Ploetz
2022 J jnl
Multi-Stage Based Feature Fusion of Multi-Modal Data for Human Activity Recognition.
CoRR
Hyeongju Choi, Apoorva Beedu, Harish Haresamudram, Irfan Essa
2021 J jnl
Can You See It?: Good, So We Can Sense It!
GetMobile Mob. Comput. Commun.
HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Ploetz
2021 J jnl
Contrastive Predictive Coding for Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Harish Haresamudram, Irfan A. Essa, Thomas Plötz
2020 J jnl
Contrastive Predictive Coding for Human Activity Recognition.
CoRR
Harish Haresamudram, Irfan A. Essa, Thomas Ploetz
2020 J jnl
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Plötz
2020 J jnl
IMUTube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition.
CoRR
HyeokHyen Kwon, Catherine Tong, Harish Haresamudram, Yan Gao, Gregory D. Abowd, Nicholas D. Lane, Thomas Ploetz
2020 Misc conf
Masked reconstruction based self-supervision for human activity recognition.
ISWC
Harish Haresamudram, Apoorva Beedu, Varun Agrawal, Patrick L. Grady, Irfan A. Essa, Judy Hoffman, Thomas Plötz
2019 Misc conf
On the role of features in human activity recognition.
UbiComp
Harish Haresamudram, David V. Anderson, Thomas Plötz