Essa, Irfan

Contrastive Predictive Coding for Human Activity Recognition

Haresamudram, H., Essa, I., & Plötz, T. (2021) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 150

Masked reconstruction based self-supervision for human activity recognition

Haresamudram, H., Beedu, A., Agrawal, V., Grady, P. L., Essa, I., Hoffman, J., & Plötz, T. (2020) · Proceedings of the 2020 International Symposium on Wearable Computers

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 146

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

Zia, A., Sharma, Y., Bettadapura, V., Sarin, E. L., & Essa, I. (2018) · International Journal of Computer Assisted Radiology and Surgery

Surgical Simulation and TrainingInnovations in Medical Education

Cited by 134

Discovering Characteristic Actions from On-Body Sensor Data

Minnen, D., Starner, T., Essa, I., & Isbell, C. (2006) · 2006 10th IEEE International Symposium on Wearable Computers

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 132

Expectation grammars: leveraging high-level expectations for activity recognition

Minnen, D., Essa, I., & Starner, T. (2003) · 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings.

Human Pose and Action RecognitionContext-Aware Activity Recognition Systems

Cited by 110

Assessing the State of Self-Supervised Human Activity Recognition Using Wearables

Haresamudram, H., Essa, I., & Plötz, T. (2022) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 107

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

Haresamudram, H., Essa, I., & Plötz, T. (2022) · arXiv

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 107

Photorealistic Video Generation with Diffusion Models

Gupta, A., Yu, L., Sohn, K., Gu, X., Hahn, M., Fei-Fei, L., Essa, I., Jiang, L., & Lezama, J. (2023) · arXiv

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 83

The evolution of authorship in a remix society

Diakopoulos, N., Luther, K., Medynskiy, Y. (., & Essa, I. (2007) · Proceedings of the eighteenth conference on Hypertext and hypermedia

Media and Digital CommunicationIntellectual Property Rights and Media

Cited by 49

Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition

Haresamudram, H., Essa, I., & Ploetz, T. (2022) · arXiv

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 27

Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition

Haresamudram, H., Essa, I., & Plötz, T. (2023) · 2023 IEEE International Conference on Pervasive Computing and Communications (PerCom)

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 27

Emergence of Maps in the Memories of Blind Navigation Agents

Wijmans, E., Savva, M., Essa, I., Lee, S., Morcos, A. S., & Batra, D. (2023) · AI Matters

Spatial Cognition and NavigationMemory and Neural Mechanisms

Cited by 17

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

Haresamudram, H., Essa, I., & Plötz, T. (2024) · Sensors

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 14

Designing a Technology Coach

Rogers, W. A., Essa, I. A., & Fisk, A. D. (2007) · Ergonomics in Design: The Quarterly of Human Factors Applications

Technology Use by Older AdultsAssistive Technology in Communication and Mobility

Cited by 12

Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them

Haresamudram, H., Beedu, A., Rabbi, M., Saha, S., Essa, I., & Ploetz, T. (2025) · Proceedings of the AAAI Conference on Artificial Intelligence

Context-Aware Activity Recognition SystemsDomain Adaptation and Few-Shot Learning

Cited by 8

Video based Object 6D Pose Estimation using Transformers

Beedu, A., Alamri, H., & Essa, I. (2022) · arXiv

Robot Manipulation and LearningAdvanced Neural Network Applications

Cited by 6

Emergence of Maps in the Memories of Blind Navigation Agents

Wijmans, E., Savva, M., Essa, I., Lee, S., Morcos, A. S., & Batra, D. (2023) · arXiv

Spatial Cognition and NavigationReinforcement Learning in Robotics

Cited by 1