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ORCIDBibTeX records: Alexander Ororbia
@article{DBLP:journals/corr/abs-2401-06923,
author = {Zimeng Lyu and
Alexander Ororbia and
Rui Li and
Travis Desell},
title = {Minimally Supervised Learning using Topological Projections in Self-Organizing
Maps},
journal = {CoRR},
volume = {abs/2401.06923},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06923},
doi = {10.48550/ARXIV.2401.06923},
eprinttype = {arXiv},
eprint = {2401.06923},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12465,
author = {Hitesh Vaidya and
Travis Desell and
Ankur Arjun Mali and
Alexander Ororbia},
title = {Neuro-mimetic Task-free Unsupervised Online Learning with Continual
Self-Organizing Maps},
journal = {CoRR},
volume = {abs/2402.12465},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12465},
doi = {10.48550/ARXIV.2402.12465},
eprinttype = {arXiv},
eprint = {2402.12465},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15947,
author = {Viet Dung Nguyen and
Reynold Bailey and
Gabriel J. Diaz and
Chengyi Ma and
Alexander Fix and
Alexander Ororbia},
title = {Deep Domain Adaptation: {A} Sim2Real Neural Approach for Improving
Eye-Tracking Systems},
journal = {CoRR},
volume = {abs/2403.15947},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15947},
doi = {10.48550/ARXIV.2403.15947},
eprinttype = {arXiv},
eprint = {2403.15947},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15947.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18929,
author = {Alexander Ororbia and
Ankur Arjun Mali and
Adam Kohan and
Beren Millidge and
Tommaso Salvatori},
title = {A Review of Neuroscience-Inspired Machine Learning},
journal = {CoRR},
volume = {abs/2403.18929},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18929},
doi = {10.48550/ARXIV.2403.18929},
eprinttype = {arXiv},
eprint = {2403.18929},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/LyuOD23,
author = {Zimeng Lyu and
Alexander Ororbia and
Travis Desell},
title = {Online evolutionary neural architecture search for multivariate non-stationary
time series forecasting},
journal = {Appl. Soft Comput.},
volume = {145},
pages = {110522},
year = {2023},
url = {https://doi.org/10.1016/j.asoc.2023.110522},
doi = {10.1016/J.ASOC.2023.110522},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/LyuOD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ElSaidRLOD23,
author = {AbdElRahman A. ElSaid and
Karl Ricanek and
Zimeng Lyu and
Alexander Ororbia and
Travis Desell},
title = {Backpropagation-free 4D continuous ant-based neural topology search},
journal = {Appl. Soft Comput.},
volume = {147},
pages = {110737},
year = {2023},
url = {https://doi.org/10.1016/j.asoc.2023.110737},
doi = {10.1016/J.ASOC.2023.110737},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/ElSaidRLOD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/YangDFBO23,
author = {Zhizhuo Yang and
Gabriel J. Diaz and
Brett R. Fajen and
Reynold Bailey and
Alexander G. Ororbia II},
title = {A neural active inference model of perceptual-motor learning},
journal = {Frontiers Comput. Neurosci.},
volume = {17},
year = {2023},
url = {https://doi.org/10.3389/fncom.2023.1099593},
doi = {10.3389/FNCOM.2023.1099593},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ficn/YangDFBO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Ororbia23,
author = {Alexander Ororbia},
title = {Spiking neural predictive coding for continually learning from data
streams},
journal = {Neurocomputing},
volume = {544},
pages = {126292},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.126292},
doi = {10.1016/J.NEUCOM.2023.126292},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Ororbia23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/ZampieriRSO23,
author = {Marcos Zampieri and
Tharindu Ranasinghe and
Diptanu Sarkar and
Alexander Ororbia},
title = {Offensive language identification with multi-task learning},
journal = {J. Intell. Inf. Syst.},
volume = {60},
number = {3},
pages = {613--630},
year = {2023},
url = {https://doi.org/10.1007/s10844-023-00787-z},
doi = {10.1007/S10844-023-00787-Z},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/ZampieriRSO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/OrorbiaMKG23,
author = {Alexander G. Ororbia II and
Ankur Arjun Mali and
Daniel Kifer and
C. Lee Giles},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Backpropagation-Free Deep Learning with Recursive Local Representation
Alignment},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {9327--9335},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i8.26118},
doi = {10.1609/AAAI.V37I8.26118},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/OrorbiaMKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WeerasooriyaOBK23,
author = {Tharindu Cyril Weerasooriya and
Alexander Ororbia and
Raj Bhensadadia and
Ashiqur R. KhudaBukhsh and
Christopher Homan},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Disagreement Matters: Preserving Label Diversity by Jointly Modeling
Item and Annotator Label Distributions with DisCo},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {4679--4695},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.287},
doi = {10.18653/V1/2023.FINDINGS-ACL.287},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WeerasooriyaOBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/OrorbiaM23,
author = {Alexander Ororbia and
Ankur Arjun Mali},
title = {Active Predictive Coding: Brain-Inspired Reinforcement Learning for
Sparse Reward Robotic Control Problems},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2023, London, UK, May 29 - June 2, 2023},
pages = {3015--3021},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICRA48891.2023.10160530},
doi = {10.1109/ICRA48891.2023.10160530},
timestamp = {Tue, 08 Aug 2023 10:24:29 +0200},
biburl = {https://dblp.org/rec/conf/icra/OrorbiaM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01452,
author = {Alexander Ororbia and
Ankur Arjun Mali},
title = {The Predictive Forward-Forward Algorithm},
journal = {CoRR},
volume = {abs/2301.01452},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.01452},
doi = {10.48550/ARXIV.2301.01452},
eprinttype = {arXiv},
eprint = {2301.01452},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-01452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10347,
author = {Zimeng Lyu and
Alexander Ororbia and
Travis Desell},
title = {Online Evolutionary Neural Architecture Search for Multivariate Non-Stationary
Time Series Forecasting},
journal = {CoRR},
volume = {abs/2302.10347},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10347},
doi = {10.48550/ARXIV.2302.10347},
eprinttype = {arXiv},
eprint = {2302.10347},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-04115,
author = {Hong Yang and
William Gebhardt and
Alexander G. Ororbia II and
Travis Desell},
title = {Predicted Embedding Power Regression for Large-Scale Out-of-Distribution
Detection},
journal = {CoRR},
volume = {abs/2303.04115},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.04115},
doi = {10.48550/ARXIV.2303.04115},
eprinttype = {arXiv},
eprint = {2303.04115},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-04115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-18187,
author = {Alexander Ororbia},
title = {Learning Spiking Neural Systems with the Event-Driven Forward-Forward
Process},
journal = {CoRR},
volume = {abs/2303.18187},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.18187},
doi = {10.48550/ARXIV.2303.18187},
eprinttype = {arXiv},
eprint = {2303.18187},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-18187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06715,
author = {AbdElRahman A. ElSaid and
Karl Ricanek and
Zeming Lyu and
Alexander Ororbia and
Travis Desell},
title = {Backpropagation-Free 4D Continuous Ant-Based Neural Topology Search},
journal = {CoRR},
volume = {abs/2305.06715},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06715},
doi = {10.48550/ARXIV.2305.06715},
eprinttype = {arXiv},
eprint = {2305.06715},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-07870,
author = {Tommaso Salvatori and
Ankur Arjun Mali and
Christopher L. Buckley and
Thomas Lukasiewicz and
Rajesh P. N. Rao and
Karl J. Friston and
Alexander Ororbia},
title = {Brain-Inspired Computational Intelligence via Predictive Coding},
journal = {CoRR},
volume = {abs/2308.07870},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.07870},
doi = {10.48550/ARXIV.2308.07870},
eprinttype = {arXiv},
eprint = {2308.07870},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-07870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-14690,
author = {Ankur Arjun Mali and
Alexander Ororbia and
Daniel Kifer and
C. Lee Giles},
title = {On the Tensor Representation and Algebraic Homomorphism of the Neural
State Turing Machine},
journal = {CoRR},
volume = {abs/2309.14690},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.14690},
doi = {10.48550/ARXIV.2309.14690},
eprinttype = {arXiv},
eprint = {2309.14690},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-14690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-14691,
author = {Ankur Arjun Mali and
Alexander Ororbia and
Daniel Kifer and
C. Lee Giles},
title = {On the Computational Complexity and Formal Hierarchy of Second Order
Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/2309.14691},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.14691},
doi = {10.48550/ARXIV.2309.14691},
eprinttype = {arXiv},
eprint = {2309.14691},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-14691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15177,
author = {Alexander Ororbia and
Mary Alexandria Kelly},
title = {A Neuro-Mimetic Realization of the Common Model of Cognition via Hebbian
Learning and Free Energy Minimization},
journal = {CoRR},
volume = {abs/2310.15177},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15177},
doi = {10.48550/ARXIV.2310.15177},
eprinttype = {arXiv},
eprint = {2310.15177},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09257,
author = {Alexander G. Ororbia II},
title = {Brain-Inspired Machine Intelligence: {A} Survey of Neurobiologically-Plausible
Credit Assignment},
journal = {CoRR},
volume = {abs/2312.09257},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09257},
doi = {10.48550/ARXIV.2312.09257},
eprinttype = {arXiv},
eprint = {2312.09257},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/OrorbiaM22,
author = {Alexander G. Ororbia II and
Ankur Arjun Mali},
title = {Backprop-Free Reinforcement Learning with Active Neural Generative
Coding},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {29--37},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i1.19876},
doi = {10.1609/AAAI.V36I1.19876},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/OrorbiaM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/VaidyaDO22,
author = {Hitesh Vaidya and
Travis Desell and
Alexander G. Ororbia II},
title = {Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced
Generative Replay (Student Abstract)},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {13069--13070},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21671},
doi = {10.1609/AAAI.V36I11.21671},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/VaidyaDO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agi/OrorbiaK22,
author = {Alexander G. Ororbia II and
Matthew Alex Kelly},
editor = {Ben Goertzel and
Matt Ikl{\'{e}} and
Alexey Potapov and
Denis Ponomaryov},
title = {Maze Learning Using a Hyperdimensional Predictive Processing Cognitive
Architecture},
booktitle = {Artificial General Intelligence - 15th International Conference, {AGI}
2022, Seattle, WA, USA, August 19-22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13539},
pages = {321--331},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19907-3\_31},
doi = {10.1007/978-3-031-19907-3\_31},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/agi/OrorbiaK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/MaliOKG22,
author = {Ankur Arjun Mali and
Alexander G. Ororbia II and
Daniel Kifer and
C. Lee Giles},
editor = {Ali Bilgin and
Michael W. Marcellin and
Joan Serra{-}Sagrist{\`{a}} and
James A. Storer},
title = {Neural {JPEG:} End-to-End Image Compression Leveraging a Standard
{JPEG} Encoder-Decoder},
booktitle = {Data Compression Conference, {DCC} 2022, Snowbird, UT, USA, March
22-25, 2022},
pages = {471},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DCC52660.2022.00082},
doi = {10.1109/DCC52660.2022.00082},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/MaliOKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/WeerasooriyaOH22,
author = {Tharindu Cyril Weerasooriya and
Alexander Ororbia and
Christopher Homan},
editor = {Gavin Abercrombie and
Valerio Basile and
Sara Tonelli and
Verena Rieser and
Alexandra Uma},
title = {Improving Label Quality by Jointly Modeling Items and Annotators},
booktitle = {Proceedings of the 1st Workshop on Perspectivist Approaches to NLPerspectives@LREC
2022, Marseille, France, 20th June 2022},
pages = {95--99},
publisher = {European Language Resources Association},
year = {2022},
url = {https://aclanthology.org/2022.nlperspectives-1.12},
timestamp = {Tue, 21 Mar 2023 21:01:45 +0100},
biburl = {https://dblp.org/rec/conf/lrec/WeerasooriyaOH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/MinceRABO22,
author = {Camille Mince and
Skye Rhomberg and
Cecilia O. Alm and
Reynold Bailey and
Alexander Ororbia},
editor = {Daphne Ippolito and
Liunian Harold Li and
Maria Leonor Pacheco and
Danqi Chen and
Nianwen Xue},
title = {Multimodal Modeling of Task-Mediated Confusion},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies:
Student Research Workshop, {NAACL-HLT} 2022, Hybrid Event / Seattle,
WA, USA, July 10-15, 2022},
pages = {188--194},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-srw.24},
doi = {10.18653/V1/2022.NAACL-SRW.24},
timestamp = {Thu, 14 Dec 2023 18:03:43 +0100},
biburl = {https://dblp.org/rec/conf/naacl/MinceRABO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OrorbiaMGK22,
author = {Alexander Ororbia and
Ankur Arjun Mali and
C. Lee Giles and
Daniel Kifer},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Lifelong Neural Predictive Coding: Learning Cumulatively Online without
Forgetting},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/26f5a4e26c13d1e0a47f46790c999361-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/OrorbiaMGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11782,
author = {Ankur Arjun Mali and
Alexander Ororbia and
Daniel Kifer and
C. Lee Giles},
title = {An Empirical Analysis of Recurrent Learning Algorithms In Neural Lossy
Image Compression Systems},
journal = {CoRR},
volume = {abs/2201.11782},
year = {2022},
url = {https://arxiv.org/abs/2201.11782},
eprinttype = {arXiv},
eprint = {2201.11782},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11795,
author = {Ankur Arjun Mali and
Alexander Ororbia and
Daniel Kifer and
C. Lee Giles},
title = {Neural {JPEG:} End-to-End Image Compression Leveraging a Standard
{JPEG} Encoder-Decoder},
journal = {CoRR},
volume = {abs/2201.11795},
year = {2022},
url = {https://arxiv.org/abs/2201.11795},
eprinttype = {arXiv},
eprint = {2201.11795},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-00619,
author = {Alexander Ororbia and
Matthew Alex Kelly},
title = {CogNGen: Constructing the Kernel of a Hyperdimensional Predictive
Processing Cognitive Architecture},
journal = {CoRR},
volume = {abs/2204.00619},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.00619},
doi = {10.48550/ARXIV.2204.00619},
eprinttype = {arXiv},
eprint = {2204.00619},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-00619.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01820,
author = {Timothy Zee and
Alexander G. Ororbia II and
Ankur Arjun Mali and
Ifeoma Nwogu},
title = {A Robust Backpropagation-Free Framework for Images},
journal = {CoRR},
volume = {abs/2206.01820},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01820},
doi = {10.48550/ARXIV.2206.01820},
eprinttype = {arXiv},
eprint = {2206.01820},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09174,
author = {Alexander Ororbia and
Ankur Arjun Mali},
title = {Active Predicting Coding: Brain-Inspired Reinforcement Learning for
Sparse Reward Robotic Control Problems},
journal = {CoRR},
volume = {abs/2209.09174},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09174},
doi = {10.48550/ARXIV.2209.09174},
eprinttype = {arXiv},
eprint = {2209.09174},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10419,
author = {Zhizhuo Yang and
Gabriel J. Diaz and
Brett R. Fajen and
Reynold Bailey and
Alexander Ororbia},
title = {A Neural Active Inference Model of Perceptual-Motor Learning},
journal = {CoRR},
volume = {abs/2211.10419},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10419},
doi = {10.48550/ARXIV.2211.10419},
eprinttype = {arXiv},
eprint = {2211.10419},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12047,
author = {Alexander Ororbia and
Ankur Arjun Mali},
title = {Convolutional Neural Generative Coding: Scaling Predictive Coding
to Natural Images},
journal = {CoRR},
volume = {abs/2211.12047},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.12047},
doi = {10.48550/ARXIV.2211.12047},
eprinttype = {arXiv},
eprint = {2211.12047},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-12047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaliOKG21,
author = {Ankur Arjun Mali and
Alexander G. Ororbia II and
Daniel Kifer and
C. Lee Giles},
title = {Recognizing and Verifying Mathematical Equations using Multiplicative
Differential Neural Units},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {5006--5015},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i6.16634},
doi = {10.1609/AAAI.V35I6.16634},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MaliOKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/KaushikBOA21,
author = {Nikhil Kaushik and
Reynold Bailey and
Alexander Ororbia and
Cecilia O. Alm},
title = {Eliciting Confusion in Online Conversational Tasks},
booktitle = {2021 9th International Conference on Affective Computing and Intelligent
Interaction, {ACII} 2021 - Workshops and Demos, Nara, Japan, September
28 - Oct. 1, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ACIIW52867.2021.9666351},
doi = {10.1109/ACIIW52867.2021.9666351},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acii/KaushikBOA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/MaliOKG21,
author = {Ankur Arjun Mali and
Alexander G. Ororbia II and
Dan Kifer and
C. Lee Giles},
editor = {Ali Bilgin and
Michael W. Marcellin and
Joan Serra{-}Sagrist{\`{a}} and
James A. Storer},
title = {An Empirical Analysis of Recurrent Learning Algorithms in Neural Lossy
Image Compression Systems},
booktitle = {31st Data Compression Conference, {DCC} 2021, Snowbird, UT, USA, March
23-26, 2021},
pages = {356},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DCC50243.2021.00073},
doi = {10.1109/DCC50243.2021.00073},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dcc/MaliOKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SarkarZRO21,
author = {Diptanu Sarkar and
Marcos Zampieri and
Tharindu Ranasinghe and
Alexander G. Ororbia II},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {fBERT: {A} Neural Transformer for Identifying Offensive Content},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {1792--1798},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.154},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.154},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/SarkarZRO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/ElSaidKLOD21,
author = {AbdElRahman A. ElSaid and
Joshua Karns and
Zimeng Lyu and
Alexander G. Ororbia II and
Travis Desell},
editor = {Pedro A. Castillo and
Juan Luis Jim{\'{e}}nez Laredo},
title = {Continuous Ant-Based Neural Topology Search},
booktitle = {Applications of Evolutionary Computation - 24th International Conference,
EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event,
April 7-9, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12694},
pages = {291--306},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-72699-7\_19},
doi = {10.1007/978-3-030-72699-7\_19},
timestamp = {Fri, 09 Apr 2021 12:11:03 +0200},
biburl = {https://dblp.org/rec/conf/evoW/ElSaidKLOD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icgi/MaliOKG21,
author = {Ankur Arjun Mali and
Alexander Ororbia and
Daniel Kifer and
C. Lee Giles},
editor = {Jane Chandlee and
R{\'{e}}mi Eyraud and
Jeff Heinz and
Adam Jardine and
Menno van Zaanen},
title = {Recognizing Long Grammatical Sequences using Recurrent Networks Augmented
with an External Differentiable Stack},
booktitle = {Proceedings of the 15th International Conference on Grammatical Inference,
23-27 August 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {153},
pages = {130--153},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v153/mali21a.html},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icgi/MaliOKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icgi/MaliOKG21a,
author = {Ankur Arjun Mali and
Alexander Ororbia and
Daniel Kifer and
C. Lee Giles},
editor = {Jane Chandlee and
R{\'{e}}mi Eyraud and
Jeff Heinz and
Adam Jardine and
Menno van Zaanen},
title = {Investigating Backpropagation Alternatives when Learning to Dynamically
Count with Recurrent Neural Networks},
booktitle = {Proceedings of the 15th International Conference on Grammatical Inference,
23-27 August 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {153},
pages = {154--175},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v153/mali21b.html},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icgi/MaliOKG21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/RanasingheSZO21,
author = {Tharindu Ranasinghe and
Diptanu Sarkar and
Marcos Zampieri and
Alexander G. Ororbia II},
editor = {Alexis Palmer and
Nathan Schneider and
Natalie Schluter and
Guy Emerson and
Aur{\'{e}}lie Herbelot and
Xiaodan Zhu},
title = {{WLV-RIT} at SemEval-2021 Task 5: {A} Neural Transformer Framework
for Detecting Toxic Spans},
booktitle = {Proceedings of the 15th International Workshop on Semantic Evaluation,
SemEval@ACL/IJCNLP 2021, Virtual Event / Bangkok, Thailand, August
5-6, 2021},
pages = {833--840},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.semeval-1.111},
doi = {10.18653/V1/2021.SEMEVAL-1.111},
timestamp = {Mon, 18 Dec 2023 11:22:01 +0100},
biburl = {https://dblp.org/rec/conf/semeval/RanasingheSZO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02899,
author = {Ankur Arjun Mali and
Alexander Ororbia and
Daniel Kifer and
C. Lee Giles},
title = {Recognizing and Verifying Mathematical Equations using Multiplicative
Differential Neural Units},
journal = {CoRR},
volume = {abs/2104.02899},
year = {2021},
url = {https://arxiv.org/abs/2104.02899},
eprinttype = {arXiv},
eprint = {2104.02899},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-02899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-04630,
author = {Tharindu Ranasinghe and
Diptanu Sarkar and
Marcos Zampieri and
Alexander G. Ororbia II},
title = {{WLV-RIT} at SemEval-2021 Task 5: {A} Neural Transformer Framework
for Detecting Toxic Spans},
journal = {CoRR},
volume = {abs/2104.04630},
year = {2021},
url = {https://arxiv.org/abs/2104.04630},
eprinttype = {arXiv},
eprint = {2104.04630},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-04630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-07308,
author = {Alexander Ororbia and
Matthew A. Kelly},
title = {Towards a Predictive Processing Implementation of the Common Model
of Cognition},
journal = {CoRR},
volume = {abs/2105.07308},
year = {2021},
url = {https://arxiv.org/abs/2105.07308},
eprinttype = {arXiv},
eprint = {2105.07308},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-07308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10600,
author = {Tharindu Cyril Weerasooriya and
Alexander G. Ororbia II and
Christopher M. Homan},
title = {Improving Label Quality by Jointly Modeling Items and Annotators},
journal = {CoRR},
volume = {abs/2106.10600},
year = {2021},
url = {https://arxiv.org/abs/2106.10600},
eprinttype = {arXiv},
eprint = {2106.10600},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13300,
author = {Alexander G. Ororbia II},
title = {Continual Competitive Memory: {A} Neural System for Online Task-Free
Lifelong Learning},
journal = {CoRR},
volume = {abs/2106.13300},
year = {2021},
url = {https://arxiv.org/abs/2106.13300},
eprinttype = {arXiv},
eprint = {2106.13300},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07046,
author = {Alexander Ororbia and
Ankur Arjun Mali},
title = {Backprop-Free Reinforcement Learning with Active Neural Generative
Coding},
journal = {CoRR},
volume = {abs/2107.07046},
year = {2021},
url = {https://arxiv.org/abs/2107.07046},
eprinttype = {arXiv},
eprint = {2107.07046},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-07046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-05074,
author = {Diptanu Sarkar and
Marcos Zampieri and
Tharindu Ranasinghe and
Alexander G. Ororbia II},
title = {{FBERT:} {A} Neural Transformer for Identifying Offensive Content},
journal = {CoRR},
volume = {abs/2109.05074},
year = {2021},
url = {https://arxiv.org/abs/2109.05074},
eprinttype = {arXiv},
eprint = {2109.05074},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-05074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04728,
author = {Hitesh Vaidya and
Travis Desell and
Alexander Ororbia},
title = {Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced
Generative Replay},
journal = {CoRR},
volume = {abs/2112.04728},
year = {2021},
url = {https://arxiv.org/abs/2112.04728},
eprinttype = {arXiv},
eprint = {2112.04728},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/MaliOG20,
author = {Ankur Arjun Mali and
Alexander G. Ororbia II and
C. Lee Giles},
title = {A Neural State Pushdown Automata},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {1},
number = {3},
pages = {193--205},
year = {2020},
url = {https://doi.org/10.1109/TAI.2021.3055167},
doi = {10.1109/TAI.2021.3055167},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/MaliOG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/OrorbiaMGK20,
author = {Alexander Ororbia and
Ankur Arjun Mali and
C. Lee Giles and
Daniel Kifer},
title = {Continual Learning of Recurrent Neural Networks by Locally Aligning
Distributed Representations},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {10},
pages = {4267--4278},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2953622},
doi = {10.1109/TNNLS.2019.2953622},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/OrorbiaMGK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/MaliOG20,
author = {Ankur Arjun Mali and
Alexander G. Ororbia II and
C. Lee Giles},
editor = {Ali Bilgin and
Michael W. Marcellin and
Joan Serra{-}Sagrist{\`{a}} and
James A. Storer},
title = {The Sibling Neural Estimator: Improving Iterative Image Decoding with
Gradient Communication},
booktitle = {Data Compression Conference, {DCC} 2020, Snowbird, UT, USA, March
24-27, 2020},
pages = {23--32},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DCC47342.2020.00010},
doi = {10.1109/DCC47342.2020.00010},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dcc/MaliOG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/DesellEO20,
author = {Travis Desell and
AbdElRahman A. ElSaid and
Alexander G. Ororbia II},
editor = {Pedro A. Castillo and
Juan Luis Jim{\'{e}}nez Laredo and
Francisco Fern{\'{a}}ndez de Vega},
title = {An Empirical Exploration of Deep Recurrent Connections Using Neuro-Evolution},
booktitle = {Applications of Evolutionary Computation - 23rd European Conference,
EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain,
April 15-17, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12104},
pages = {546--561},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-43722-0\_35},
doi = {10.1007/978-3-030-43722-0\_35},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/evoW/DesellEO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/ElSaidKLKOD20,
author = {AbdElRahman A. ElSaid and
Joshua Karnas and
Zimeng Lyu and
Daniel E. Krutz and
Alexander G. Ororbia II and
Travis Desell},
editor = {Pedro A. Castillo and
Juan Luis Jim{\'{e}}nez Laredo and
Francisco Fern{\'{a}}ndez de Vega},
title = {Neuro-Evolutionary Transfer Learning Through Structural Adaptation},
booktitle = {Applications of Evolutionary Computation - 23rd European Conference,
EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain,
April 15-17, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12104},
pages = {610--625},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-43722-0\_39},
doi = {10.1007/978-3-030-43722-0\_39},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/evoW/ElSaidKLKOD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/ElSaidOD20,
author = {AbdElRahman A. ElSaid and
Alexander G. Ororbia II and
Travis J. Desell},
editor = {Pedro A. Castillo and
Juan Luis Jim{\'{e}}nez Laredo and
Francisco Fern{\'{a}}ndez de Vega},
title = {Ant-based Neural Topology Search {(ANTS)} for Optimizing Recurrent
Networks},
booktitle = {Applications of Evolutionary Computation - 23rd European Conference,
EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain,
April 15-17, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12104},
pages = {626--641},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-43722-0\_40},
doi = {10.1007/978-3-030-43722-0\_40},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/evoW/ElSaidOD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ElSaidKLKOD20,
author = {AbdElRahman A. ElSaid and
Joshua Karns and
Zimeng Lyu and
Daniel E. Krutz and
Alexander Ororbia and
Travis Desell},
editor = {Carlos Artemio Coello Coello},
title = {Improving neuroevolutionary transfer learning of deep recurrent neural
networks through network-aware adaptation},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Canc{\'{u}}n
Mexico, July 8-12, 2020},
pages = {315--323},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377930.3390193},
doi = {10.1145/3377930.3390193},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ElSaidKLKOD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ncs/DesellEO20,
author = {Travis Desell and
AbdElRahman A. ElSaid and
Alexander G. Ororbia II},
editor = {Hitoshi Iba and
Nasimul Noman},
title = {Investigating Deep Recurrent Connections and Recurrent Memory Cells
Using Neuro-Evolution},
booktitle = {Deep Neural Evolution - Deep Learning with Evolutionary Computation},
series = {Natural Computing Series},
pages = {253--291},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-981-15-3685-4\_10},
doi = {10.1007/978-981-15-3685-4\_10},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/ncs/DesellEO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03911,
author = {Alexander Ororbia and
Ankur Arjun Mali and
Daniel Kifer and
C. Lee Giles},
title = {Reducing the Computational Burden of Deep Learning with Recursive
Local Representation Alignment},
journal = {CoRR},
volume = {abs/2002.03911},
year = {2020},
url = {https://arxiv.org/abs/2002.03911},
eprinttype = {arXiv},
eprint = {2002.03911},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07623,
author = {Ankur Arjun Mali and
Alexander Ororbia and
Daniel Kifer and
Clyde Lee Giles},
title = {Recognizing Long Grammatical Sequences Using Recurrent Networks Augmented
With An External Differentiable Stack},
journal = {CoRR},
volume = {abs/2004.07623},
year = {2020},
url = {https://arxiv.org/abs/2004.07623},
eprinttype = {arXiv},
eprint = {2004.07623},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-02655,
author = {AbdElRahman A. ElSaid and
Joshua Karns and
Alexander G. Ororbia II and
Daniel E. Krutz and
Zimeng Lyu and
Travis Desell},
title = {Neuroevolutionary Transfer Learning of Deep Recurrent Neural Networks
through Network-Aware Adaptation},
journal = {CoRR},
volume = {abs/2006.02655},
year = {2020},
url = {https://arxiv.org/abs/2006.02655},
eprinttype = {arXiv},
eprint = {2006.02655},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-02655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-10831,
author = {AbdElRahman A. ElSaid and
Joshua Karns and
Zimeng Lyu and
Alexander Ororbia and
Travis Desell},
title = {Continuous Ant-Based Neural Topology Search},
journal = {CoRR},
volume = {abs/2011.10831},
year = {2020},
url = {https://arxiv.org/abs/2011.10831},
eprinttype = {arXiv},
eprint = {2011.10831},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-10831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03405,
author = {Alexander Ororbia and
Daniel Kifer},
title = {The Neural Coding Framework for Learning Generative Models},
journal = {CoRR},
volume = {abs/2012.03405},
year = {2020},
url = {https://arxiv.org/abs/2012.03405},
eprinttype = {arXiv},
eprint = {2012.03405},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/OrorbiaM19,
author = {Alexander G. Ororbia II and
Ankur Arjun Mali},
title = {Biologically Motivated Algorithms for Propagating Local Target Representations},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4651--4658},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014651},
doi = {10.1609/AAAI.V33I01.33014651},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/OrorbiaM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/OrorbiaMKR19,
author = {Alexander Ororbia and
Ankur Arjun Mali and
Matthew A. Kelly and
David Reitter},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Like a Baby: Visually Situated Neural Language Acquisition},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {5127--5136},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1506},
doi = {10.18653/V1/P19-1506},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/OrorbiaMKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GopalakrishnanM19,
author = {Anand Gopalakrishnan and
Ankur Arjun Mali and
Dan Kifer and
C. Lee Giles and
Alexander G. Ororbia II},
title = {A Neural Temporal Model for Human Motion Prediction},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {12116--12125},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Gopalakrishnan\_A\_Neural\_Temporal\_Model\_for\_Human\_Motion\_Prediction\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.01239},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/GopalakrishnanM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/OrorbiaM0ODMG19,
author = {Alexander G. Ororbia II and
Ankur Arjun Mali and
Jian Wu and
Scott O'Connell and
William Dreese and
David J. Miller and
C. Lee Giles},
editor = {Ali Bilgin and
Michael W. Marcellin and
Joan Serra{-}Sagrist{\`{a}} and
James A. Storer},
title = {Learned Neural Iterative Decoding for Lossy Image Compression Systems},
booktitle = {Data Compression Conference, {DCC} 2019, Snowbird, UT, USA, March
26-29, 2019},
pages = {3--12},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DCC.2019.00008},
doi = {10.1109/DCC.2019.00008},
timestamp = {Thu, 17 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/OrorbiaM0ODMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/OrorbiaED19,
author = {Alexander Ororbia and
AbdElRahman A. ElSaid and
Travis Desell},
editor = {Anne Auger and
Thomas St{\"{u}}tzle},
title = {Investigating recurrent neural network memory structures using neuro-evolution},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {446--455},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3321707.3321795},
doi = {10.1145/3321707.3321795},
timestamp = {Wed, 11 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/OrorbiaED19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-02390,
author = {Alexander Ororbia and
Ahmed Ahmed Elsaid and
Travis Desell},
title = {Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution},
journal = {CoRR},
volume = {abs/1902.02390},
year = {2019},
url = {http://arxiv.org/abs/1902.02390},
eprinttype = {arXiv},
eprint = {1902.02390},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-02390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-08621,
author = {Michael J. Mior and
Alexander G. Ororbia II},
title = {Column2Vec: Structural Understanding via Distributed Representations
of Database Schemas},
journal = {CoRR},
volume = {abs/1903.08621},
year = {2019},
url = {http://arxiv.org/abs/1903.08621},
eprinttype = {arXiv},
eprint = {1903.08621},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-08621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10696,
author = {Alexander Ororbia and
Ankur Arjun Mali and
Daniel Kifer and
C. Lee Giles},
title = {Lifelong Neural Predictive Coding: Sparsity Yields Less Forgetting
when Learning Cumulatively},
journal = {CoRR},
volume = {abs/1905.10696},
year = {2019},
url = {http://arxiv.org/abs/1905.10696},
eprinttype = {arXiv},
eprint = {1905.10696},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02010,
author = {Sujit Pramod Khanna and
Alexander G. Ororbia II},
title = {A Hybrid Algorithm for Metaheuristic Optimization},
journal = {CoRR},
volume = {abs/1906.02010},
year = {2019},
url = {http://arxiv.org/abs/1906.02010},
eprinttype = {arXiv},
eprint = {1906.02010},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-08655,
author = {Alexander Ororbia},
title = {Spiking Neural Predictive Coding for Continual Learning from Data
Streams},
journal = {CoRR},
volume = {abs/1908.08655},
year = {2019},
url = {http://arxiv.org/abs/1908.08655},
eprinttype = {arXiv},
eprint = {1908.08655},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-08655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05233,
author = {Ankur Arjun Mali and
Alexander Ororbia and
C. Lee Giles},
title = {The Neural State Pushdown Automata},
journal = {CoRR},
volume = {abs/1909.05233},
year = {2019},
url = {http://arxiv.org/abs/1909.05233},
eprinttype = {arXiv},
eprint = {1909.05233},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09502,
author = {Travis J. Desell and
AbdElRahman A. ElSaid and
Alexander Ororbia},
title = {An Empirical Exploration of Deep Recurrent Connections and Memory
Cells Using Neuro-Evolution},
journal = {CoRR},
volume = {abs/1909.09502},
year = {2019},
url = {http://arxiv.org/abs/1909.09502},
eprinttype = {arXiv},
eprint = {1909.09502},
timestamp = {Wed, 11 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11849,
author = {AbdElRahman A. ElSaid and
Alexander G. Ororbia II and
Travis J. Desell},
title = {The Ant Swarm Neuro-Evolution Procedure for Optimizing Recurrent Networks},
journal = {CoRR},
volume = {abs/1909.11849},
year = {2019},
url = {http://arxiv.org/abs/1909.11849},
eprinttype = {arXiv},
eprint = {1909.11849},
timestamp = {Wed, 11 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08478,
author = {Ankur Arjun Mali and
Alexander G. Ororbia II and
Clyde Lee Giles},
title = {Sibling Neural Estimators: Improving Iterative Image Decoding with
Gradient Communication},
journal = {CoRR},
volume = {abs/1911.08478},
year = {2019},
url = {http://arxiv.org/abs/1911.08478},
eprinttype = {arXiv},
eprint = {1911.08478},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/WangZOXLG18,
author = {Qinglong Wang and
Kaixuan Zhang and
Alexander G. Ororbia II and
Xinyu Xing and
Xue Liu and
C. Lee Giles},
title = {An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks},
journal = {Neural Comput.},
volume = {30},
number = {9},
year = {2018},
url = {https://doi.org/10.1162/neco\_a\_01111},
doi = {10.1162/NECO\_A\_01111},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/WangZOXLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/3dim/LiuGO18,
author = {Shikun Liu and
C. Lee Giles and
Alexander Ororbia},
title = {Learning a Hierarchical Latent-Variable Model of 3D Shapes},
booktitle = {2018 International Conference on 3D Vision, 3DV 2018, Verona, Italy,
September 5-8, 2018},
pages = {542--551},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/3DV.2018.00068},
doi = {10.1109/3DV.2018.00068},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/3dim/LiuGO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GuoWZOHLGLX18,
author = {Wenbo Guo and
Qinglong Wang and
Kaixuan Zhang and
Alexander G. Ororbia II and
Sui Huang and
Xue Liu and
C. Lee Giles and
Lin Lin and
Xinyu Xing},
title = {Defending Against Adversarial Samples Without Security through Obscurity},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {137--146},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00029},
doi = {10.1109/ICDM.2018.00029},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/GuoWZOHLGLX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-05420,
author = {Qinglong Wang and
Kaixuan Zhang and
Alexander G. Ororbia II and
Xinyu Xing and
Xue Liu and
C. Lee Giles},
title = {A Comparison of Rule Extraction for Different Recurrent Neural Network
Models and Grammatical Complexity},
journal = {CoRR},
volume = {abs/1801.05420},
year = {2018},
url = {http://arxiv.org/abs/1801.05420},
eprinttype = {arXiv},
eprint = {1801.05420},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-05420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01834,
author = {Alexander G. Ororbia II and
Ankur Arjun Mali and
Daniel Kifer and
C. Lee Giles},
title = {Conducting Credit Assignment by Aligning Local Representations},
journal = {CoRR},
volume = {abs/1803.01834},
year = {2018},
url = {http://arxiv.org/abs/1803.01834},
eprinttype = {arXiv},
eprint = {1803.01834},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-05863,
author = {Alexander G. Ororbia II and
Ankur Arjun Mali and
Jian Wu and
Scott O'Connell and
David J. Miller and
C. Lee Giles},
title = {Learned Iterative Decoding for Lossy Image Compression Systems},
journal = {CoRR},
volume = {abs/1803.05863},
year = {2018},
url = {http://arxiv.org/abs/1803.05863},
eprinttype = {arXiv},
eprint = {1803.05863},
timestamp = {Fri, 18 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11546,
author = {Alexander G. Ororbia II and
Ankur Arjun Mali and
Matthew A. Kelly and
David Reitter},
title = {Visually Grounded, Situated Learning in Neural Models},
journal = {CoRR},
volume = {abs/1805.11546},
year = {2018},
url = {http://arxiv.org/abs/1805.11546},
eprinttype = {arXiv},
eprint = {1805.11546},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11703,
author = {Alexander G. Ororbia II and
Ankur Arjun Mali},
title = {Biologically Motivated Algorithms for Propagating Local Target Representations},
journal = {CoRR},
volume = {abs/1805.11703},
year = {2018},
url = {http://arxiv.org/abs/1805.11703},
eprinttype = {arXiv},
eprint = {1805.11703},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03036,
author = {Anand Gopalakrishnan and
Ankur Arjun Mali and
Dan Kifer and
C. Lee Giles and
Alexander G. Ororbia II},
title = {A Neural Temporal Model for Human Motion Prediction},
journal = {CoRR},
volume = {abs/1809.03036},
year = {2018},
url = {http://arxiv.org/abs/1809.03036},
eprinttype = {arXiv},
eprint = {1809.03036},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-03036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07411,
author = {Alexander Ororbia and
Ankur Arjun Mali and
C. Lee Giles and
Daniel Kifer},
title = {Online Learning of Recurrent Neural Architectures by Locally Aligning
Distributed Representations},
journal = {CoRR},
volume = {abs/1810.07411},
year = {2018},
url = {http://arxiv.org/abs/1810.07411},
eprinttype = {arXiv},
eprint = {1810.07411},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/OrorbiaKG17,
author = {Alexander G. Ororbia II and
Daniel Kifer and
C. Lee Giles},
title = {Unifying Adversarial Training Algorithms with Data Gradient Regularization},
journal = {Neural Comput.},
volume = {29},
number = {4},
pages = {867--887},
year = {2017},
url = {https://doi.org/10.1162/NECO\_a\_00928},
doi = {10.1162/NECO\_A\_00928},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/OrorbiaKG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/OrorbiaMR17,
author = {Alexander G. Ororbia II and
Tom{\'{a}}s Mikolov and
David Reitter},
title = {Learning Simpler Language Models with the Differential State Framework},
journal = {Neural Comput.},
volume = {29},
number = {12},
year = {2017},
url = {https://doi.org/10.1162/neco\_a\_01017},
doi = {10.1162/NECO\_A\_01017},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/OrorbiaMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HeYLZOKG17,
author = {Dafang He and
Xiao Yang and
Chen Liang and
Zihan Zhou and
Alexander G. Ororbia II and
Daniel Kifer and
C. Lee Giles},
title = {Multi-scale {FCN} with Cascaded Instance Aware Segmentation for Arbitrary
Oriented Word Spotting in the Wild},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {474--483},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.58},
doi = {10.1109/CVPR.2017.58},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HeYLZOKG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SerbanOPC17a,
author = {Iulian Vlad Serban and
Alexander Ororbia and
Joelle Pineau and
Aaron C. Courville},
editor = {Kai{-}Wei Chang and
Ming{-}Wei Chang and
Vivek Srikumar and
Alexander M. Rush},
title = {Piecewise Latent Variables for Neural Variational Text Processing},
booktitle = {Proceedings of the 2nd Workshop on Structured Prediction for Natural
Language Processing, SPNLP@EMNLP, Copenhagen, Denmark, September 2017},
pages = {52--62},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-4308},
doi = {10.18653/V1/W17-4308},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SerbanOPC17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SerbanOPC17,
author = {Iulian Vlad Serban and
Alexander G. Ororbia II and
Joelle Pineau and
Aaron C. Courville},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {Piecewise Latent Variables for Neural Variational Text Processing},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {422--432},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1043},
doi = {10.18653/V1/D17-1043},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SerbanOPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/McDowellCOR17,
author = {Bill McDowell and
Nathanael Chambers and
Alexander G. Ororbia II and
David Reitter},
editor = {Greg Kondrak and
Taro Watanabe},
title = {Event Ordering with a Generalized Model for Sieve Prediction Ranking},
booktitle = {Proceedings of the Eighth International Joint Conference on Natural
Language Processing, {IJCNLP} 2017, Taipei, Taiwan, November 27 -
December 1, 2017 - Volume 1: Long Papers},
pages = {843--853},
publisher = {Asian Federation of Natural Language Processing},
year = {2017},
url = {https://aclanthology.org/I17-1085/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/McDowellCOR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcdl/YangHHOZKG17,
author = {Xiao Yang and
Dafang He and
Wenyi Huang and
Alexander Ororbia and
Zihan Zhou and
Daniel Kifer and
C. Lee Giles},
title = {Smart Library: Identifying Books on Library Shelves Using Supervised
Deep Learning for Scene Text Reading},
booktitle = {2017 {ACM/IEEE} Joint Conference on Digital Libraries, {JCDL} 2017,
Toronto, ON, Canada, June 19-23, 2017},
pages = {245--248},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/JCDL.2017.7991581},
doi = {10.1109/JCDL.2017.7991581},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/jcdl/YangHHOZKG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangGZOXLG17,
author = {Qinglong Wang and
Wenbo Guo and
Kaixuan Zhang and
Alexander G. Ororbia II and
Xinyu Xing and
Xue Liu and
C. Lee Giles},
title = {Adversary Resistant Deep Neural Networks with an Application to Malware
Detection},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1145--1153},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098158},
doi = {10.1145/3097983.3098158},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangGZOXLG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OrorbiaMR17,
author = {Alexander G. Ororbia II and
Tom{\'{a}}s Mikolov and
David Reitter},
title = {Learning Simpler Language Models with the Delta Recurrent Neural Network
Framework},
journal = {CoRR},
volume = {abs/1703.08864},
year = {2017},
url = {http://arxiv.org/abs/1703.08864},
eprinttype = {arXiv},
eprint = {1703.08864},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/OrorbiaMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuOG17,
author = {Shikun Liu and
Alexander G. Ororbia II and
C. Lee Giles},
title = {Learning a Hierarchical Latent-Variable Model of Voxelized 3D Shapes},
journal = {CoRR},
volume = {abs/1705.05994},
year = {2017},
url = {http://arxiv.org/abs/1705.05994},
eprinttype = {arXiv},
eprint = {1705.05994},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuOG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-10380,
author = {Qinglong Wang and
Kaixuan Zhang and
Alexander G. Ororbia II and
Xinyu Xing and
Xue Liu and
C. Lee Giles},
title = {An Empirical Evaluation of Recurrent Neural Network Rule Extraction},
journal = {CoRR},
volume = {abs/1709.10380},
year = {2017},
url = {http://arxiv.org/abs/1709.10380},
eprinttype = {arXiv},
eprint = {1709.10380},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-10380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-11542,
author = {Alexander G. Ororbia II and
Patrick Haffner and
David Reitter and
C. Lee Giles},
title = {Learning to Adapt by Minimizing Discrepancy},
journal = {CoRR},
volume = {abs/1711.11542},
year = {2017},
url = {http://arxiv.org/abs/1711.11542},
eprinttype = {arXiv},
eprint = {1711.11542},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-11542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangOWWLPG16,
author = {Shuting Wang and
Alexander Ororbia and
Zhaohui Wu and
Kyle Williams and
Chen Liang and
Bart Pursel and
C. Lee Giles},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Using Prerequisites to Extract Concept Maps fromTextbooks},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {317--326},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983725},
doi = {10.1145/2983323.2983725},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WangOWWLPG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OrorbiaGK16,
author = {Alexander G. Ororbia II and
C. Lee Giles and
Daniel Kifer},
title = {Unifying Adversarial Training Algorithms with Flexible Deep Data Gradient
Regularization},
journal = {CoRR},
volume = {abs/1601.07213},
year = {2016},
url = {http://arxiv.org/abs/1601.07213},
eprinttype = {arXiv},
eprint = {1601.07213},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OrorbiaGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OrorbiaLS16,
author = {Alexander G. Ororbia II and
Fridolin Linder and
Joshua Snoke},
title = {Privacy Protection for Natural Language: Neural Generative Models
for Synthetic Text Data},
journal = {CoRR},
volume = {abs/1606.01151},
year = {2016},
url = {http://arxiv.org/abs/1606.01151},
eprinttype = {arXiv},
eprint = {1606.01151},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OrorbiaLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangGOXLGLLX16,
author = {Qinglong Wang and
Wenbo Guo and
Alexander G. Ororbia II and
Xinyu Xing and
Lin Lin and
C. Lee Giles and
Xue Liu and
Peng Liu and
Gang Xiong},
title = {Using Non-invertible Data Transformations to Build Adversary-Resistant
Deep Neural Networks},
journal = {CoRR},
volume = {abs/1610.01934},
year = {2016},
url = {http://arxiv.org/abs/1610.01934},
eprinttype = {arXiv},
eprint = {1610.01934},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WangGOXLGLLX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangHHZOKG16,
author = {Xiao Yang and
Dafang He and
Wenyi Huang and
Zihan Zhou and
Alexander Ororbia and
Dan Kifer and
C. Lee Giles},
title = {Smart Library: Identifying Books in a Library using Richly Supervised
Deep Scene Text Reading},
journal = {CoRR},
volume = {abs/1611.07385},
year = {2016},
url = {http://arxiv.org/abs/1611.07385},
eprinttype = {arXiv},
eprint = {1611.07385},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YangHHZOKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SerbanOPC16,
author = {Iulian Vlad Serban and
Alexander G. Ororbia II and
Joelle Pineau and
Aaron C. Courville},
title = {Multi-modal Variational Encoder-Decoders},
journal = {CoRR},
volume = {abs/1612.00377},
year = {2016},
url = {http://arxiv.org/abs/1612.00377},
eprinttype = {arXiv},
eprint = {1612.00377},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SerbanOPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangGZOXGL16,
author = {Qinglong Wang and
Wenbo Guo and
Kaixuan Zhang and
Alexander G. Ororbia II and
Xinyu Xing and
C. Lee Giles and
Xue Liu},
title = {Learning Adversary-Resistant Deep Neural Networks},
journal = {CoRR},
volume = {abs/1612.01401},
year = {2016},
url = {http://arxiv.org/abs/1612.01401},
eprinttype = {arXiv},
eprint = {1612.01401},
timestamp = {Mon, 22 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WangGZOXGL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/WuWCKCTOJMG15,
author = {Jian Wu and
Kyle Mark Williams and
Hung{-}Hsuan Chen and
Madian Khabsa and
Cornelia Caragea and
Suppawong Tuarob and
Alexander Ororbia and
Douglas Jordan and
Prasenjit Mitra and
C. Lee Giles},
title = {CiteSeerX: {AI} in a Digital Library Search Engine},
journal = {{AI} Mag.},
volume = {36},
number = {3},
pages = {35--48},
year = {2015},
url = {https://doi.org/10.1609/aimag.v36i3.2601},
doi = {10.1609/AIMAG.V36I3.2601},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/WuWCKCTOJMG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/OrorbiaGR15,
author = {Alexander G. Ororbia II and
C. Lee Giles and
David Reitter},
editor = {Llu{\'{\i}}s M{\`{a}}rquez and
Chris Callison{-}Burch and
Jian Su and
Daniele Pighin and
Yuval Marton},
title = {Learning a Deep Hybrid Model for Semi-Supervised Text Classification},
booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21,
2015},
pages = {471--481},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.18653/v1/d15-1053},
doi = {10.18653/V1/D15-1053},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/OrorbiaGR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OrorbiaRWG15,
author = {Alexander G. Ororbia II and
David Reitter and
Jian Wu and
C. Lee Giles},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Carlos Soares and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge},
title = {Online Learning of Deep Hybrid Architectures for Semi-supervised Categorization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9284},
pages = {516--532},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23528-8\_32},
doi = {10.1007/978-3-319-23528-8\_32},
timestamp = {Mon, 30 Nov 2020 08:47:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/OrorbiaRWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/OrorbiaXDR15,
author = {Alexander G. Ororbia II and
Yang Xu and
Vito D'Orazio and
David Reitter},
editor = {Nitin Agarwal and
Kevin S. Xu and
Nathaniel Osgood},
title = {Error-Correction and Aggregation in Crowd-Sourcing of Geopolitical
Incident Information},
booktitle = {Social Computing, Behavioral-Cultural Modeling, and Prediction - 8th
International Conference, {SBP} 2015, Washington, DC, USA, March 31-April
3, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9021},
pages = {381--387},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-16268-3\_47},
doi = {10.1007/978-3-319-16268-3\_47},
timestamp = {Tue, 09 Jan 2024 11:05:37 +0100},
biburl = {https://dblp.org/rec/conf/sbp/OrorbiaXDR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/OrorbiaWKWG15,
author = {Alexander G. Ororbia II and
Jian Wu and
Madian Khabsa and
Kyle Williams and
Clyde Lee Giles},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Big Scholarly Data in CiteSeerX: Information Extraction from the Web},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {597--602},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2741736},
doi = {10.1145/2740908.2741736},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/OrorbiaWKWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenOG15,
author = {Hung{-}Hsuan Chen and
Alexander G. Ororbia II and
C. Lee Giles},
title = {ExpertSeer: a Keyphrase Based Expert Recommender for Digital Libraries},
journal = {CoRR},
volume = {abs/1511.02058},
year = {2015},
url = {http://arxiv.org/abs/1511.02058},
eprinttype = {arXiv},
eprint = {1511.02058},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenOG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OrorbiaGR15,
author = {Alexander G. Ororbia II and
C. Lee Giles and
David Reitter},
title = {Online Semi-Supervised Learning with Deep Hybrid Boltzmann Machines
and Denoising Autoencoders},
journal = {CoRR},
volume = {abs/1511.06964},
year = {2015},
url = {http://arxiv.org/abs/1511.06964},
eprinttype = {arXiv},
eprint = {1511.06964},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OrorbiaGR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuWCKCOJG14,
author = {Jian Wu and
Kyle Mark Williams and
Hung{-}Hsuan Chen and
Madian Khabsa and
Cornelia Caragea and
Alexander Ororbia and
Douglas Jordan and
C. Lee Giles},
editor = {Carla E. Brodley and
Peter Stone},
title = {CiteSeerX: {AI} in a Digital Library Search Engine},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {2930--2937},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i2.19019},
doi = {10.1609/AAAI.V28I2.19019},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WuWCKCOJG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/feedback/WuOWKWG14,
author = {Jian Wu and
Alexander Ororbia and
Kyle Williams and
Madian Khabsa and
Zhaohui Wu and
C. Lee Giles},
editor = {Jie Liu and
Sharad Singhal and
Bhuvan Urgaonkar},
title = {Utility-Based Control Feedback in a Digital Library Search Engine:
Cases in CiteSeerX},
booktitle = {9th International Workshop on Feedback Computing, Philadelphia, PA,
USA, June 17, 2014},
publisher = {{USENIX} Association},
year = {2014},
url = {https://www.usenix.org/conference/feedbackcomputing14/workshop-program/presentation/wu},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/feedback/WuOWKWG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcdl/WuWKWCHTCOMG14,
author = {Zhaohui Wu and
Jian Wu and
Madian Khabsa and
Kyle Williams and
Hung{-}Hsuan Chen and
Wenyi Huang and
Suppawong Tuarob and
Sagnik Ray Choudhury and
Alexander Ororbia and
Prasenjit Mitra and
C. Lee Giles},
title = {Towards building a scholarly big data platform: Challenges, lessons
and opportunities},
booktitle = {{IEEE/ACM} Joint Conference on Digital Libraries, {JCDL} 2014, London,
United Kingdom, September 8-12, 2014},
pages = {117--126},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/JCDL.2014.6970157},
doi = {10.1109/JCDL.2014.6970157},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/jcdl/WuWKWCHTCOMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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