- Yangzi Guo, Yiyuan She, Adrian Barbu:
Training Efficient Network Architecture and Weights via Direct Sparsity Control. CoRR abs/2002.04301 (2020) - Gitesh Dawer, Yangzi Guo, Sida Liu, Adrian Barbu:
Neural Rule Ensembles: Encoding Sparse Feature Interactions into Neural Networks. CoRR abs/2002.04319 (2020) - Yangzi Guo, Adrian Barbu:
A study of local optima for learning feature interactions using neural networks. CoRR abs/2002.04322 (2020) - 2019
- Orhan Akal, Adrian Barbu:
Learning Chan-Vese. ICIP 2019: 1590-1594 - Donghang Li, Adrian Barbu:
Training a CNN for Guidewire Detection. ICIP 2019: 2214-2218 - George Adrian Ifrim, Mariana Titica, Sahar Deppe, Björn Frahm, Marian Barbu, Sergiu Caraman:
Multivariable control strategy for the photosynthetic cultures of microalgae. ICSTCC 2019: 218-223 - Laurentiu Luca, Alina Pricopie, Marian Barbu, George Ifrim, Sergiu Caraman:
Control Strategies of Phosphorus Removal in Wastewater Treatment Plants. ICSTCC 2019: 236-241 - Brian R. Bartoldson, Ari S. Morcos, Adrian Barbu, Gordon Erlebacher:
The Generalization-Stability Tradeoff in Neural Network Pruning. CoRR abs/1906.03728 (2019) - Hua Huang, Adrian Barbu:
Playing Atari Ball Games with Hierarchical Reinforcement Learning. CoRR abs/1909.12465 (2019) - 2018
- Adrian Barbu, Le Lu, Holger Roth, Ari Seff, Ronald M. Summers:
An analysis of robust cost functions for CNN in computer-aided diagnosis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(3): 253-258 (2018) - Josue Anaya, Adrian Barbu:
RENOIR - A dataset for real low-light image noise reduction. J. Vis. Commun. Image Represent. 51: 144-154 (2018) - Ajay Gupta, Adrian Barbu:
Parameterized principal component analysis. Pattern Recognit. 78: 215-227 (2018) - Adrian Ciobanu, Tudor Barbu, Mihaela Luca:
Image Restoration for Halftone Pattern Printed Pictures in Old Books. ECAI 2018: 1-6 - Hongyu Mou, Adrian Barbu:
Accurate Dictionary Learning with Direct Sparsity Control. ICIP 2018: 1842-1846 - Orhan Akal, Tathagata Mukherjee, Adrian Barbu, Jared Devin Paquet, Kevin George, Eduardo L. Pasiliao:
A Distributed Sensing Approach for Single Platform Image-Based Localization. ICMLA 2018: 643-649 - Nathan Lay, Yohannes Tsehay, Yohan Sumathipala, Ruida Cheng, Sonia Gaur, Clayton Smith, Adrian Barbu, Le Lu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Ronald M. Summers:
A Decomposable Model for the Detection of Prostate Cancer in Multi-parametric MRI. MICCAI (2) 2018: 930-939 - Mihaela Luca, Tudor Barbu, Adrian Ciobanu:
An Overview on Computer Processing for Endoscopy and Colonoscopy Videos. SOFA (2) 2018: 3-22 - Nathan Lay, Adam P. Harrison, Sharon Schreiber, Gitesh Dawer, Adrian Barbu:
Random Hinge Forest for Differentiable Learning. CoRR abs/1802.03882 (2018) - Lizhe Sun, Adrian Barbu:
Online Regression with Model Selection. CoRR abs/1803.11521 (2018) - Sida Liu, Adrian Barbu:
Unsupervised Learning of Mixture Models with a Uniform Background Component. CoRR abs/1804.02744 (2018) - Brian R. Bartoldson, Adrian Barbu, Gordon Erlebacher:
Enhancing the Regularization Effect of Weight Pruning in Artificial Neural Networks. CoRR abs/1805.01930 (2018) - Mingyuan Wang, Adrian Barbu:
Are screening methods useful in feature selection? An empirical study. CoRR abs/1809.05465 (2018) - 2017
- Adrian Barbu, Yiyuan She, Liangjing Ding, Gary Gramajo:
Feature Selection with Annealing for Computer Vision and Big Data Learning. IEEE Trans. Pattern Anal. Mach. Intell. 39(2): 272-286 (2017) - Raphaël Troncy, Giuseppe Rizzo, Anthony Jameson, Óscar Corcho, Julien Plu, Enrico Palumbo, Juan Carlos Ballesteros Hermida, Adrian Spirescu, Kai-Dominik Kuhn, Catalin-Mihai Barbu, Matteo Rossi, Irene Celino, Rachit Agarwal, Christian Scanu, Massimo Valla, Timber Haaker:
3cixty: Building comprehensive knowledge bases for city exploration. J. Web Semant. 46-47: 2-13 (2017) - Adrian Barbu:
A directed graph approach to active contours. ICIP 2017: 71-75 - Gitesh Dawer, Adrian Barbu:
Relevant Ensemble of Trees. CoRR abs/1709.05545 (2017) - 2016
- Mihai Barbulescu, Adrian Stratulat, Vlad Traista-Popescu, Emil Simion:
RSA Weak Public Keys Available on the Internet. SECITC 2016: 92-102 - Ajay Gupta, Adrian Barbu:
Parameterized Principal Component Analysis. CoRR abs/1608.04695 (2016) - Mihai Barbulescu, Adrian Stratulat, Vlad Traista-Popescu, Emil Simion:
RSA Weak Public Keys available on the Internet. IACR Cryptol. ePrint Arch. 2016: 515 (2016) - 2015
- Adrian Barbu, Iasonas Kokkinos:
Editorial introduction to the CVIU special issue on "Generative models in computer vision and medical imaging". Comput. Vis. Image Underst. 136: 1-2 (2015)