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LSTMs and Deep Residual Networks for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management

Mar 06, 2021
Jeremy Beauchamp, Razvan Bunescu, Cindy Marling, Zhongen Li, Chang Liu

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Changing the Narrative Perspective: From Deictic to Anaphoric Point of View

Mar 06, 2021
Mike Chen, Razvan Bunescu

* To appear in Information Processing & Management, Special Issue on Creative Language Processing 

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Mining Functionally Related Genes with Semi-Supervised Learning

Nov 05, 2020
Kaiyu Shen, Razvan Bunescu, Sarah E. Wyatt

* Submitted for publication in 2014 

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From Note-Level to Chord-Level Neural Network Models for Voice Separation in Symbolic Music

Nov 05, 2020
Patrick Gray, Razvan Bunescu

* Paper submitted for publication in August 2018 

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Distributed representation of patients and its use for medical cost prediction

Sep 13, 2019
Xianlong Zeng, Soheil Moosavinasab, En-Ju D Lin, Simon Lin, Razvan Bunescu, Chang Liu

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Figure Captioning with Reasoning and Sequence-Level Training

Jun 07, 2019
Charles Chen, Ruiyi Zhang, Eunyee Koh, Sungchul Kim, Scott Cohen, Tong Yu, Ryan Rossi, Razvan Bunescu

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Context-Dependent Semantic Parsing over Temporally Structured Data

May 01, 2019
Charles Chen, Razvan Bunescu

* Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2019) 
* Accepted by NAACL 2019 (Oral presentation) 

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Chord Recognition in Symbolic Music: A Segmental CRF Model, Segment-Level Features, and Comparative Evaluations on Classical and Popular Music

Oct 26, 2018
Kristen Masada, Razvan Bunescu

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Galaxy morphology prediction using capsule networks

Sep 22, 2018
Reza Katebi, Yadi Zhou, Ryan Chornock, Razvan Bunescu

* 9 pages, 6 figures 

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Training Ensembles to Detect Adversarial Examples

Dec 11, 2017
Alexander Bagnall, Razvan Bunescu, Gordon Stewart

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