Artikel mit Open-Access-Mandaten - Alexander G. OrorbiaWeitere Informationen
Verfügbar: 24
Adversary Resistant Deep Neural Networks with an Application to Malware Detection
Q Wang, W Guo, K Zhang, AG Ororbia, X Xing, X Liu, CL Giles
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
Mandate: US National Science Foundation
A Neural Temporal Model for Human Motion Prediction
A Gopalakrishnan, A Mali, D Kifer, L Giles, AG Ororbia
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
Mandate: US National Science Foundation
Multi-scale FCN with Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild.
D He, X Yang, C Liang, Z Zhou, AG Ororbia, D Kifer, CL Giles
CVPR, 474-483, 2017
Mandate: US National Science Foundation
Continual learning of recurrent neural networks by locally aligning distributed representations
A Ororbia, A Mali, CL Giles, D Kifer
IEEE Transactions on Neural Networks and Learning Systems, 2020
Mandate: US National Science Foundation
Learning simpler language models with the differential state framework
AG Ororbia, T Mikolov, D Reitter
Neural Computation, 1-26, 2017
Mandate: US National Science Foundation
Investigating Recurrent Neural Network Memory Structures using Neuro-evolution
AG Ororbia, AER ElSaid, T Desell
Proceedings of the Genetic and Evolutionary Computation Conference, 446-455, 2019
Mandate: US Department of Energy
Smart library: identifying books on library shelves using supervised deep learning for scene text reading
X Yang, D He, W Huang, AG Ororbia, Z Zhou, D Kifer, CL Giles
Proceedings of the 17th ACM/IEEE Joint Conference on Digital Libraries, 245-248, 2017
Mandate: US National Science Foundation
Piecewise Latent Variables for Neural Variational Text Processing
IV Serban, AG Ororbia, J Pineau, A Courville
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
Mandate: Natural Sciences and Engineering Research Council of Canada
Unifying Adversarial Training Algorithms with Data Gradient Regularization
AG Ororbia, D Kifer, CL Giles
Neural computation 29 (4), 867-887, 2017
Mandate: US National Science Foundation
Like a Baby: Visually Situated Neural Language Acquisition
AG Ororbia, A Mali, M Kelly, D Reitter
Proceedings of the 57th Conference of the Association for Computational …, 2019
Mandate: US National Science Foundation
Ant-based Neural Topology Search (ANTS) for Optimizing Recurrent Networks
AER ElSaid, AG Ororbia, TJ Desell
International Conference on the Applications of Evolutionary Computation …, 2020
Mandate: US Department of Energy
Neuro-Evolutionary Transfer Learning Through Structural Adaptation
AER ElSaid, J Karnas, Z Lyu, D Krutz, AG Ororbia, T Desell
International Conference on the Applications of Evolutionary Computation …, 2020
Mandate: US Department of Energy
Improving Neuroevolutionary Transfer Learning of Deep Recurrent Neural Networks through Network-Aware Adaptation
AER ElSaid, J Karns, Z Lyu, D Krutz, A Ororbia, T Desell
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 315-323, 2020
Mandate: US Department of Energy
Defending against adversarial samples without security through obscurity
W Guo, Q Wang, K Zhang, AG Ororbia, S Huang, X Liu, CL Giles, L Lin, ...
2018 IEEE International Conference on Data Mining (ICDM), 137-146, 2018
Mandate: US National Science Foundation
Event Ordering with a Generalized Model for Sieve Prediction Ranking
B McDowell, N Chambers, AG Ororbia, D Reitter
International Joint Conference on Natural Language Processing, 2017
Mandate: US National Science Foundation, US Department of Defense
A Neural State Pushdown Automata
AA Mali, AG Ororbia II, CL Giles
IEEE Transactions on Artificial Intelligence, 2021
Mandate: US National Science Foundation
An Empirical Exploration of Deep Recurrent Connections using Neuro-Evolution
T Desell, AER ElSaid, AG Ororbia
International Conference on the Applications of Evolutionary Computation …, 2020
Mandate: US Department of Energy
Online evolutionary neural architecture search for multivariate non-stationary time series forecasting
Z Lyu, AG Ororbia, T Desell
Applied Soft Computing, 110522, 2023
Mandate: US National Science Foundation, US Department of Energy
A Neuro-Mimetic Realization of the Common Model of Cognition via Hebbian Learning and Free Energy Minimization
AG Ororbia, MA Kelly
Proceedings of the AAAI Symposium Series 2 (1), 369-378, 2023
Mandate: Natural Sciences and Engineering Research Council of Canada
Continuous Ant-Based Neural Topology Search
AER ElSaid, J Karns, Z Lyu, AG Ororbia, T Desell
International Conference on the Applications of Evolutionary Computation …, 2021
Mandate: US Department of Energy
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