Below are a few select publications from recent years. For a full listing of my publications, please see my CV.
Select Publications
2018
Emily M. Hand, Carlos Castillo, Rama Chellappa, "Predicting Facial Attributes in Video using Temporal Coherence and Motion-Attention," Winter Conference on Applications of Computer Vision, 2018. PDF
Emily M. Hand, Carlos Castillo, Rama Chellappa. "Doing the Best We Can with What We Have: Multi-Label Balancing with Selective Learning for Attribute Prediction," in AAAI Conference on Artificial Intelligence, 2018. PDF
2017
Emily M. Hand and Rama Chellappa. "Attributes for Improved Attributes: A Multi-Task Network Utilizing Implicit and Explicit Relationships for Facial Attribute Classification," in AAAI Conference on Artificial Intelligence, 2017.
2016
Maya Kabkab, Emily M. Hand, Rama Chellappa, "On the Size of Convolutional Neural Networks and Generalization Performance," in International Conference on Pattern Recognition, 2016.
Leslie N. Smith, Emily M. Hand, Timothy Doster, "Gradual DropIn of Layers to Train Very Deep Neural Networks," in Computer Vision and Pattern Recognition, 2016.