A searchable list of some of my publications is below. You can also access my publications from the following sites.

My ORCID is ORCID iD iconhttps://orcid.org/0000-0002-6236-2969

Publications:

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37 entries « 1 of 2 »
1.

Harish Haresamudram, Irfan Essa, Thomas Ploetz

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

2023.

Abstract | Links | BibTeX | Tags: activity recognition, arXiv, wearable computing

2.

Harish Haresamudram, Irfan Essa, Thomas Ploetz

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

In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol. 6, iss. 3, no. 116, pp. 1–47, 2022.

Abstract | Links | BibTeX | Tags: activity recognition, IMWUT, ubiquitous computing, wearable computing

3.

Karan Samel, Zelin Zhao, Binghong Chen, Shuang Li, Dharmashankar Subramanian, Irfan Essa, Le Song

Learning Temporal Rules from Noisy Timeseries Data Journal Article

In: arXiv preprint arXiv:2202.05403, 2022.

Abstract | Links | BibTeX | Tags: activity recognition, machine learning

4.

Karan Samel, Zelin Zhao, Binghong Chen, Shuang Li, Dharmashankar Subramanian, Irfan Essa, Le Song

Neural Temporal Logic Programming Technical Report

2021.

Abstract | Links | BibTeX | Tags: activity recognition, arXiv, machine learning, openreview

5.

Harish Haresamudram, Irfan Essa, Thomas Ploetz

Contrastive Predictive Coding for Human Activity Recognition Journal Article

In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 5, no. 2, pp. 1–26, 2021.

Abstract | Links | BibTeX | Tags: activity recognition, IMWUT, machine learning, ubiquitous computing

6.

AJ Piergiovanni, Anelia Angelova, Michael S. Ryoo, Irfan Essa

Unsupervised Discovery of Actions in Instructional Videos Proceedings Article

In: British Machine Vision Conference (BMVC), 2021.

Abstract | Links | BibTeX | Tags: activity recognition, computational video, computer vision, google

7.

Dan Scarafoni, Irfan Essa, Thomas Ploetz

PLAN-B: Predicting Likely Alternative Next Best Sequences for Action Prediction Technical Report

no. arXiv:2103.15987, 2021.

Abstract | Links | BibTeX | Tags: activity recognition, arXiv, computer vision

8.

Harish Haresamudram, Apoorva Beedu, Varun Agrawal, Patrick L Grady, Irfan Essa, Judy Hoffman, Thomas Plötz

Masked reconstruction based self-supervision for human activity recognition Proceedings Article

In: Proceedings of the International Symposium on Wearable Computers (ISWC), pp. 45–49, 2020.

Abstract | Links | BibTeX | Tags: activity recognition, ISWC, machine learning, wearable computing

9.

Aneeq Zia, Liheng Guo, Linlin Zhou, Irfan Essa, Anthony Jarc

Novel evaluation of surgical activity recognition models using task-based efficiency metrics Journal Article

In: International Journal of Computer Assisted Radiology and Surgery, 2019.

Abstract | Links | BibTeX | Tags: activity assessment, activity recognition, surgical training

10.

Unaiza Ahsan, Rishi Madhok, Irfan Essa

Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition Proceedings Article

In: IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 179-189, 2019, ISSN: 1550-5790.

Links | BibTeX | Tags: activity recognition, computer vision, machine learning, WACV

11.

Unaiza Ahsan, Rishi Madhok, Irfan Essa

Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition Journal Article

In: arXiv, no. arXiv:1808.07507, 2018.

BibTeX | Tags: activity recognition, computer vision, machine learning

12.

Unaiza Ahsan, Chen Sun, Irfan Essa

DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks Journal Article

In: arXiv, no. arXiv:1801.07230, 2018.

BibTeX | Tags: activity recognition, computer vision, machine learning

13.

Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L Sarin, Irfan Essa

Video and accelerometer-based motion analysis for automated surgical skills assessment Journal Article

In: International Journal of Computer Assisted Radiology and Surgery, vol. 13, no. 3, pp. 443–455, 2018.

Links | BibTeX | Tags: activity assessment, activity recognition, IJCARS, surgical training

14.

Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric Sarin, Irfan Essa

Video and Accelerometer-Based Motion Analysis for Automated Surgical Skills Assessment Proceedings Article

In: Information Processing in Computer-Assisted Interventions (IPCAI), 2017.

BibTeX | Tags: activity assessment, activity recognition, surgical training

15.

Unaiza Ahsan, Chen Sun, James Hays, Irfan Essa

Complex Event Recognition from Images with Few Training Examples Proceedings Article

In: IEEE Winter Conference on Applications of Computer Vision (WACV), 2017.

Abstract | Links | BibTeX | Tags: activity recognition, computer vision, machine learning, WACV

16.

Edison Thomaz, Irfan Essa, Gregory Abowd

Challenges and Opportunities in Automated Detection of Eating Activity Proceedings Article

In: Mobile Health, pp. 151–174, Springer, 2017.

Abstract | Links | BibTeX | Tags: activity recognition, computational health, ubiquitous computing

17.

Edison Thomaz, Abdelkareem Bedri, Temiloluwa Prioleau, Irfan Essa, Gregory Abowd

Exploring Symmetric and Asymmetric Bimanual Eating Detection with Inertial Sensors on the Wrist Proceedings Article

In: Proceedings of the 1st Workshop on Digital Biomarkers, pp. 21–26, ACM 2017.

Links | BibTeX | Tags: activity recognition, ubiquitous computing

18.

Vinay Bettadapura, Caroline Pantofaru, Irfan Essa

Leveraging Contextual Cues for Generating Basketball Highlights Proceedings Article

In: ACM International Conference on Multimedia (ACM-MM), ACM 2016.

Abstract | Links | BibTeX | Tags: ACM, ACMMM, activity recognition, computational video, computer vision, sports visualization, video summarization

19.

Daniel Castro, Steven Hickson, Vinay Bettadapura, Edison Thomaz, Gregory Abowd, Henrik Christensen, Irfan Essa

Predicting Daily Activities from Egocentric Images Using Deep Learning Proceedings Article

In: Proceedings of International Symposium on Wearable Computers (ISWC), 2015.

Abstract | Links | BibTeX | Tags: activity recognition, computer vision, ISWC, machine learning, wearable computing

20.

Edison Thomaz, Irfan Essa, Gregory Abowd

A Practical Approach for Recognizing Eating Moments with Wrist-Mounted Inertial Sensing Proceedings Article

In: ACM International Conference on Ubiquitous Computing (UBICOMP), 2015.

Abstract | Links | BibTeX | Tags: activity recognition, computational health, machine learning, Ubicomp, ubiquitous computing

37 entries « 1 of 2 »

Other Publication Sites

A few more sites that aggregate research publications: Academic.edu, Bibsonomy, CiteULike, Mendeley.

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