25 citations · 25 across the 1 of their papers we have counts for
3 papers
cs.CV2020
Anomalous Motion Detection on Highway Using Deep Learning
Harpreet Singh, Emily M. Hand, Kostas Alexis
Research in visual anomaly detection draws much interest due to its applications in surveillance. Common datasets for evaluation are constructed using a stationary camera overlooki…
cs.CV2016★ 25 cited
Attributes for Improved Attributes: A Multi-Task Network for Attribute Classification
Emily M. Hand, Rama Chellappa
Attributes, or semantic features, have gained popularity in the past few years in domains ranging from activity recognition in video to face verification. Improving the accuracy of…
cs.NE2015
Gradual DropIn of Layers to Train Very Deep Neural Networks
Leslie N. Smith, Emily M. Hand, Timothy Doster
We introduce the concept of dynamically growing a neural network during training. In particular, an untrainable deep network starts as a trainable shallow network and newly added l…