Charles E. Martin

Publication Activity (10 Years)

Years Active: 1991-2020
Publications (10 Years): 7

Top Topics

Generative Model

Unsupervised Learning

Convolutional Neural Networks

Top Venues

Comput. Intell. Neurosci.

Publications

Charles E. Martin, Dana Warmsley, Samuel D. Johnson
Optimizing Attention-Aware Opinion Seeding Strategies. SBP-BRiMS (2020)
Soheil Kolouri, Phillip E. Pope, Charles E. Martin, Gustavo K. Rohde
Sliced Wasserstein Auto-Encoders. ICLR (Poster) (2019)
Phillip E. Pope, Soheil Kolouri, Mohammad Rostami, Charles E. Martin, Heiko Hoffmann
Explainability Methods for Graph Convolutional Neural Networks. CVPR (2019)
Charles E. Martin, Praveen K. Pilly
Probabilistic Program Neurogenesis. ALIFE (2019)
Soheil Kolouri, Charles E. Martin, Gustavo K. Rohde
Sliced-Wasserstein Autoencoder: An Embarrassingly Simple Generative Model. CoRR (2018)
Phillip E. Pope, Soheil Kolouri, Mohammad Rostami, Charles E. Martin, Heiko Hoffmann
Discovering Molecular Functional Groups Using Graph Convolutional Neural Networks. CoRR (2018)
Soheil Kolouri, Charles E. Martin, Heiko Hoffmann
Explaining Distributed Neural Activations via Unsupervised Learning. CVPR Workshops (2017)
Charles E. Martin, James A. Reggia
Fusing Swarm Intelligence and Self-Assembly for Optimizing Echo State Networks. Comput. Intell. Neurosci. 2015 (2015)
Charles E. Martin, Heiko Hoffmann
Fast re-learning of a controller from sparse data. SMC (2014)
Charles E. Martin, James A. Reggia
Self-assembly of neural networks viewed as swarm intelligence. Swarm Intell. 4 (1) (2010)
Charles E. Martin, R. James Firby
An Integrated Architecture for Planning and Learning. SIGART Bull. 2 (4) (1991)