58 citations · 166 across the 14 of their papers we have counts for
3 papers · 1 filter
Transferability of Convolutional Neural Networks in Stationary Learning Tasks
Damian Owerko, Charilaos I. Kanatsoulis, Jennifer Bondarchuk +2
Recent advances in hardware and big data acquisition have accelerated the development of deep learning techniques. For an extended period of time, increasing the model complexity h…
Deterministic Multi-sensor Measurement-adaptive Birth using Labeled Random Finite Sets
Jennifer Bondarchuk, Anthony Trezza, Donald J. Bucci
Measurement-adaptive track initiation remains a critical design requirement of many practical multi-target tracking systems. For labeled random finite sets multi-object filters, pr…
On Gibbs Sampling Architecture for Labeled Random Finite Sets Multi-Object Tracking
Anthony Trezza, Donald J. Bucci, Pramod K. Varshney
Gibbs sampling is one of the most popular Markov chain Monte Carlo algorithms because of its simplicity, scalability, and wide applicability within many fields of statistics, scien…