research
∙
08/06/2023
Weakly Supervised Multi-Task Representation Learning for Human Activity Analysis Using Wearables
Sensor data streams from wearable devices and smart environments are wid...
share
research
∙
07/21/2023
Unsupervised Embedding Learning for Human Activity Recognition Using Wearable Sensor Data
The embedded sensors in widely used smartphones and other wearable devic...
research
∙
07/18/2023
Siamese Networks for Weakly Supervised Human Activity Recognition
Deep learning has been successfully applied to human activity recognitio...
research
∙
06/29/2023
Histopathology Slide Indexing and Search: Are We There Yet?
The search and retrieval of digital histopathology slides is an importan...
research
∙
06/08/2023
ExtPerFC: An Efficient 2D and 3D Perception Hardware-Software Framework for Mobile Cobot
As the reliability of the robot's perception correlates with the number ...
research
∙
03/23/2023
Clinically Relevant Latent Space Embedding of Cancer Histopathology Slides through Variational Autoencoder Based Image Compression
In this paper, we introduce a Variational Autoencoder (VAE) based traini...
research
∙
08/09/2022
Generalized Reinforcement Learning: Experience Particles, Action Operator, Reinforcement Field, Memory Association, and Decision Concepts
Learning a control policy that involves time-varying and evolving system...
research
∙
05/20/2022
A SSIM Guided cGAN Architecture For Clinically Driven Generative Image Synthesis of Multiplexed Spatial Proteomics Channels
Here we present a structural similarity index measure (SSIM) guided cond...
research
∙
11/05/2021
Increasing Fairness in Predictions Using Bias Parity Score Based Loss Function Regularization
Increasing utilization of machine learning based decision support system...
research
∙
03/04/2021
