Publications | Pg 3 | Brad McDanel

Publications

BranchyNet: Fast Inference via Early Exiting from Deep Neural Networks

S. Teerapittayanon, B. McDanel, H. T. Kung
International Conference on Pattern Recognition (ICPR), 2016
paper

a diagram showing the different types of text
PNNU: Parallel Nearest-Neighbor Units for Learned Dictionaries
H. T. Kung, B. McDanel, S. Teerapittayanon.
International Workshop on Languages and Compilers for Parallel Computing, 2015
paper
the diagram shows two different types of products
Outlier Detection for Large Scale Manufacturing Processes
A. Jauhri, B. McDanel, C. Connor.
IEEE Big Data for Advanced Manufacturing Workshop, 2015
paper
a line graph with different colors and numbers
Sparse Coding Trees with Application to Emotion Classification

H. Chen, M. Z. Comiter, H. T. Kung, B. McDanel
IEEE Workshop on Analysis and Modeling of Faces and Gestures (CVPR Workshop), 2015
Best paper award
paper

a diagram showing the different types of labels
Taming Wireless Fluctuations by Predictive Queuing Using a Sparse-Coding Link-State Model
S. J. Tarsa, M. Z. Comiter, M. B. Crouse, B. McDanel, H. T. Kung
ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2015
two different views of the same network