
-
Balance-Oriented Focal Loss with Linear Scheduling for Anchor Free Object Detection
Most existing object detectors suffer from class imbalance problems that...
read it
-
Semi-Supervised Intent Inferral Using Ipsilateral Biosignals on a Hand Orthosis for Stroke Subjects
In order to provide therapy in a functional context, controls for wearab...
read it
-
End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning
When a channel model is not available, the end-to-end training of encode...
read it
-
From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems
Machine learning methods adapt the parameters of a model, constrained to...
read it
-
User-Driven Functional Movement Training with a Wearable Hand Robot after Stroke
We studied the performance of a robotic orthosis designed to assist the ...
read it
-
Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels
When a channel model is available, learning how to communicate on fading...
read it
-
Drivers Drowsiness Detection using Condition-Adaptive Representation Learning Framework
We propose a condition-adaptive representation learning framework for th...
read it
-
Learning to Demodulate from Few Pilots via Offline and Online Meta-Learning
This paper considers an Internet-of-Things (IoT) scenario in which devic...
read it
-
Learning How to Demodulate from Few Pilots via Meta-Learning
Consider an Internet-of-Things (IoT) scenario in which devices transmit ...
read it
-
Multimodal Sensing and Interaction for a Robotic Hand Orthosis
Wearable robotic hand rehabilitation devices can allow greater freedom a...
read it
-
Design and Development of Effective Transmission Mechanisms on a Tendon Driven Hand Orthosis for Stroke Patients
Tendon-driven hand orthoses have advantages over exoskeletons with respe...
read it
-
EMG Pattern Classification to Control a Hand Orthosis for Functional Grasp Assistance after Stroke
Wearable orthoses can function both as assistive devices, which allow th...
read it
-
On the Feasibility of Wearable Exotendon Networks for Whole-Hand Movement Patterns in Stroke Patients
Fully wearable hand rehabilitation and assistive devices could extend tr...
read it