Phillip Verbancsics

Publication Activity (10 Years)

Years Active: 2010-2015
Publications (10 Years): 5

Top Topics

Weakly Supervised

Supervisory Control

Redundant Features

Top Venues

GECCO (Companion)

Monterey Workshop

Publications

Phillip Verbancsics, Josh Harguess
Classifying Maritime Vessels from Satellite Imagery with HyperNEAT. GECCO (Companion) (2015)
Phillip Verbancsics, Josh Harguess
Image Classification Using Generative Neuro Evolution for Deep Learning. WACV (2015)
Phillip Verbancsics
Impact of Speciation Heuristic on Crossover and Search in NEAT. GECCO (Companion) (2015)
Phillip Verbancsics
Improving Crossover of Neural Networks in Evolution Through Speciation. IPCAT (2015)
Phillip Verbancsics, Josh Harguess
Feature Learning HyperNEAT: Evolving Neural Networks to Extract Features for Classification of Maritime Satellite Imagery. IPCAT (2015)
Phillip Verbancsics, Joshua Harguess
Deep learning through generative and developmental system. GECCO (Companion) (2014)
Douglas S. Lange, Robert S. Gutzwiller, Phillip Verbancsics, Terence Sin
Task models for human-computer collaboration in supervisory control of teams of autonomous systems. CogSIMA (2014)
Phillip Verbancsics, Josh Harguess
Generative NeuroEvolution for Deep Learning. CoRR (2013)
Douglas S. Lange, Phillip Verbancsics, Robert S. Gutzwiller, John Reeder
Trust in Sparse Supervisory Control. AAAI Spring Symposium: Trust and Autonomous Systems (2013)
Douglas S. Lange, Phillip Verbancsics, Robert S. Gutzwiller, John Reeder, Cullen Sarles
Command and Control of Teams of Autonomous Systems. Monterey Workshop (2012)
Phillip Verbancsics, Kenneth O. Stanley
Constraining connectivity to encourage modularity in HyperNEAT. GECCO (2011)
Phillip Verbancsics, Kenneth O. Stanley
Evolving Static Representations for Task Transfer. J. Mach. Learn. Res. 11 (2010)
Phillip Verbancsics, Kenneth O. Stanley
Transfer learning through indirect encoding. GECCO (2010)