1 citations · 1 across the 4 of their papers we have counts for
5 papers
Bayesian In Vivo Tracking of Synapses using Joint Poisson Deconvolution and Diffeomorphic Registration
Shashwat Kumar, Dominic M. Padova, Binish Narang +6
Synapses are densely packed submicron structures that dynamically reorganize during learning and memory formation. Longitudinal \textit{in vivo} imaging of fluorescently tagged syn…
An Elastic Shape Variational Autoencoder for Skeleton Pose Trajectories
Arafat Rahman, Shashwat Kumar, Laura E. Barnes +1
Deep generative models provide flexible frameworks for modeling complex, structured data such as images, videos, 3D objects, and texts. However, when applied to sequences of human…
Shape Analysis for Pediatric Upper Body Motor Function Assessment
Shashwat Kumar, Robert Gutierez, Debajyoti Datta +5
Neuromuscular disorders, such as Spinal Muscular Atrophy (SMA) and Duchenne Muscular Dystrophy (DMD), cause progressive muscular degeneration and loss of motor function for 1 in 6,…
Driver State and Behavior Detection Through Smart Wearables
Arash Tavakoli, Shashwat Kumar, Mehdi Boukhechba +1
Integrating driver, in-cabin, and outside environment's contextual cues into the vehicle's decision making is the centerpiece of semi-automated vehicle safety. Multiple systems hav…
Geometry matters: Exploring language examples at the decision boundary
Debajyoti Datta, Shashwat Kumar, Laura Barnes +1
A growing body of recent evidence has highlighted the limitations of natural language processing (NLP) datasets and classifiers. These include the presence of annotation artifacts…