4 papers
ViP: Video Platform for PyTorch
Madan Ravi Ganesh, Eric Hofesmann, Nathan Louis +1
This work presents the Video Platform for PyTorch (ViP), a deep learning-based framework designed to handle and extend to any problem domain based on videos. ViP supports (1) a sin…
Smoke and Mirrors: Signal-to-Noise and Time-Reversed Structures in Gamma-Ray Burst Pulse Light Curves
Jon Hakkila, Stephen Lesage, Stanley McAfee +3
We demonstrate that the `smoke' of limited instrumental sensitivity smears out structure in gamma-ray burst (GRB) pulse light curves, giving each a triple-peaked appearance at mode…
M-PACT: An Open Source Platform for Repeatable Activity Classification Research
Eric Hofesmann, Madan Ravi Ganesh, Jason J. Corso
There are many hurdles that prevent the replication of existing work which hinders the development of new activity classification models. These hurdles include switching between mu…
T-RECS: Training for Rate-Invariant Embeddings by Controlling Speed for Action Recognition
Madan Ravi Ganesh, Eric Hofesmann, Byungsu Min +2
An action should remain identifiable when modifying its speed: consider the contrast between an expert chef and a novice chef each chopping an onion. Here, we expect the novice che…