Garrett Wilson

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Transfer Learning

Manifold Alignment

Domain Adaptation

Top Venues

ACM Trans. Cyber Phys. Syst.

Cogn. Syst. Res.

Publications

Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
CALDA: Improving Multi-Source Time Series Domain Adaptation With Contrastive Adversarial Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition. CoRR (2022)
Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning. CoRR (2021)
Christopher Pereyda, Nisha Raghunath, Bryan David Minor, Garrett Wilson, Maureen Schmitter-Edgecombe, Diane J. Cook
Cyber-physical Support of Daily Activities: A Robot/Smart Home Partnership. ACM Trans. Cyber Phys. Syst. 4 (2) (2020)
Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data. CoRR (2020)
Garrett Wilson, Diane J. Cook
A Survey of Unsupervised Deep Domain Adaptation. ACM Trans. Intell. Syst. Technol. 11 (5) (2020)
Garrett Wilson, Janardhan Rao Doppa, Diane J. Cook
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data. KDD (2020)
Garrett Wilson, Diane J. Cook
Multi-Purposing Domain Adaptation Discriminators for Pseudo Labeling Confidence. CoRR (2019)
Garrett Wilson, Christopher Pereyda, Nisha Raghunath, Gabriel Victor de la Cruz, Shivam Goel, Sepehr Nesaei, Bryan David Minor, Maureen Schmitter-Edgecombe, Matthew E. Taylor, Diane J. Cook
Robot-enabled support of daily activities in smart home environments. Cogn. Syst. Res. 54 (2019)
Garrett Wilson, Diane J. Cook
Adversarial Transfer Learning. CoRR (2018)