26 citations · 92 across the 41 of their papers we have counts for
3 papers · 1 filter
Adaptive County Level COVID-19 Forecast Models: Analysis and Improvement
Stewart W Doe, Tyler Russell Seekins, David Fitzpatrick +2
Accurately forecasting county level COVID-19 confirmed cases is crucial to optimizing medical resources. Forecasting emerging outbreaks pose a particular challenge because many exi…
Slimming Neural Networks using Adaptive Connectivity Scores
Madan Ravi Ganesh, Dawsin Blanchard, Jason J. Corso +1
In general, deep neural network (DNN) pruning methods fall into two categories: 1) Weight-based deterministic constraints, and 2) Probabilistic frameworks. While each approach has…
MINT: Deep Network Compression via Mutual Information-based Neuron Trimming
Madan Ravi Ganesh, Jason J. Corso, Salimeh Yasaei Sekeh
Most approaches to deep neural network compression via pruning either evaluate a filter's importance using its weights or optimize an alternative objective function with sparsity c…