Jihye Bae

According to our database, Jihye Bae authored at least 12 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation.

Halil Ismail Helvaci, Justin Philip Huber, Jihye Bae, Sen-ching Samson Cheung

CoRR, June, 2025

Semantic Reconstruction from Fnirs Using Recurrent Neural Networks.

Santiago Posso Murillo, Luis G. Sánchez Giraldo, Jihye Bae

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

The Role of Digital Health Literacy and Socioeconomic Factors in Colorectal Cancer Screening: Machine Learning Analysis of HINTS Data.

Sujin Kim, Madhav Dahal, Avinash Bhakta, Jihye Bae

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

2022

Kernel Temporal Differences for EEG-based Reinforcement Learning Brain Machine Interfaces.

Bhoj Raj Thapa, Daniel Restrepo Tangarife, Jihye Bae

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

On the Impact of Gravity Compensation on Reinforcement Learning in Goal-Reaching Tasks for Robotic Manipulators.

Jonathan Fugal, Jihye Bae, Hasan A. Poonawala

Robotics, 2021

2016

Dysfunction of Neurovascular/Metabolic Coupling in Chronic Focal Epilepsy.

Yinchen Song, Rafael A. Torres, Sarahy Garcia, Yisel Frometa, Jihye Bae, Abhay Deshmukh, Wei-Chiang Lin, Ying Zheng, Jorge J. Riera

IEEE Trans. Biomed. Eng., 2016

2015

Kernel Temporal Differences for Neural Decoding.

Jihye Bae, Luis G. Sánchez Giraldo, Eric A. Pohlmeyer, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe

Comput. Intell. Neurosci., 2015

2014

Correntropy kernel temporal differences for reinforcement learning brain machine interfaces.

Jihye Bae, Luis G. Sánchez Giraldo, José C. Príncipe, Joseph T. Francis

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Information-theoretic metric learning: 2-D linear projections of neural data for visualization.

Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo, Matthew S. Emigh, Jihye Bae, John S. Choi, Joseph T. Francis, José C. Príncipe

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A new method of concurrently visualizing states, values, and actions in reinforcement based brain machine interfaces.

Jihye Bae, Luis Gonzalo Sánchez Giraldo, Eric A. Pohlmeyer, Justin C. Sanchez, José C. Príncipe

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2011

Stochastic kernel temporal difference for reinforcement learning.

Jihye Bae, Luis G. Sánchez Giraldo, Pratik Chhatbar, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Reinforcement learning via kernel temporal difference.

Jihye Bae, Pratik Chhatbar, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011