55 citations · 55 across the 2 of their papers we have counts for
2 papers
cs.CV2019
HMM-guided frame querying for bandwidth-constrained video search
Bhairav Chidambaram, Mason McGill, Pietro Perona
We design an agent to search for frames of interest in video stored on a remote server, under bandwidth constraints. Using a convolutional neural network to score individual frames…
stat.ML2017★ 55 cited
Deciding How to Decide: Dynamic Routing in Artificial Neural Networks
Mason McGill, Pietro Perona
We propose and systematically evaluate three strategies for training dynamically-routed artificial neural networks: graphs of learned transformations through which different input…