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Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks
(ACM, 2021-07-02)
This article proposes a novel approach for augmenting generative
adversarial network (GAN) with a self-supervised task in order to
improve its ability for encoding video representations that are useful in downstream tasks ...
Automated system to measure Tandem Gait to assess executive functions in children
(ACM, 2021-07-02)
As mobile technologies have become ubiquitous in recent years,
computer-based cognitive tests have become more popular and
efficient. In this work, we focus on assessing motor function in children by analyzing their gait ...
Manifolk: A 3D t-SNE Visualizer
(ACM, 2021-07-02)
Manifolk is a tool to visualize the output of dimensionality reduction
algorithms like t-SNE, PCA etc. One of this tool’s main uses is that
it de-clutters graphs by plotting data points pertaining to a subset
of labels. ...
Detecting Cognitive Fatigue in Subjects with Traumatic Brain Injury from FMRI Scans Using Self-Supervised Learning
(ACM, 2023-07)
Understanding cognitive states from fMRI data have yet to be investigated to its full extent due to its complex nature. In this work, the
problem of understanding cognitive fatigue among TBI patients has
been formulated ...