Alexander G. Ororbia
TitelCiteras avÅr
Online Semi-Supervised Learning with Deep Hybrid Boltzmann Machines and Denoising Autoencoders
AG Ororbia, CL Giles, D Reitter
arXiv, 2015
198*2015
CiteSeerX: AI in a Digital Library Search Engine.
J Wu, K Williams, HH Chen, M Khabsa, C Caragea, AG Ororbia, D Jordan, ...
AAAI, 2930-2937, 2014
742014
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
69*2017
CiteSeerX: AI in a digital library search engine
J Wu, K William, HH Chen, M Khabsa, C Caragea, S Tuarob, AG Ororbia, ...
AI Magazine 36 (3), 35-49, 2015
692015
Towards building a scholarly big data platform: Challenges, lessons and opportunities
Z Wu, J Wu, M Khabsa, K Williams, HH Chen, W Huang, S Tuarob, ...
Digital Libraries (JCDL), 2014 IEEE/ACM Joint Conference on, 117-126, 2014
412014
Using Prerequisites to Extract Concept Maps fromTextbooks
S Wang, AG Ororbia, Z Wu, K Williams, C Liang, B Pursel, CL Giles
Proceedings of the 25th ACM International on Conference on Information and …, 2016
382016
Learning simpler language models with the differential state framework
AG Ororbia, T Mikolov, D Reitter
Neural Computation, 1-26, 2017
32*2017
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
32*2017
Unifying Adversarial Training Algorithms with Data Gradient Regularization
AG Ororbia, D Kifer, CL Giles
Neural computation 29 (4), 867-887, 2017
29*2017
An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks
Q Wang, K Zhang, AG Ororbia, X Xing, X Liu, CL Giles
Neural computation 30 (9), 2568-2591, 2018
26*2018
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
262017
Learning Adversary-Resistant Deep Neural Networks
Q Wang, W Guo, K Zhang, AG Ororbia, X Xing, CL Giles, X Liu
https://arxiv.org/abs/1612.01401, 2016
192016
Online learning of deep hybrid architectures for semi-supervised categorization
AG Ororbia, D Reitter, J Wu, CL Giles
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015
16*2015
Learning a Hierarchical Latent-Variable Model of 3D Shapes
S Liu, L Giles, A Ororbia
2018 International Conference on 3D Vision (3DV), 542-551, 2018
142018
ExpertSeer: a Keyphrase Based Expert Recommender for Digital Libraries
HH Chen, AG Ororbia II, CL Giles
arXiv preprint arXiv:1511.02058, 2015
142015
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
13*2017
Biologically Motivated Algorithms for Propagating Local Target Representations
AG Ororbia, A Mali
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4651-4658, 2018
122018
Learned Neural Iterative Decoding for Lossy Image Compression Systems
AG Ororbia, A Mali, J Wu, S O'Connell, W Dreese, D Miller, CL Giles
2019 Data Compression Conference (DCC), 3-12, 2019
9*2019
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
92019
Using Non-invertible Data Transformations to Build Adversarial-Robust Neural Networks
Q Wang, W Guo, AG Ororbia, X Xing, L Lin, CL Giles, X Liu, P Liu, G Xiong
https://arxiv.org/abs/1610.01934, 2016
8*2016
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Artiklar 1–20