Christopher Reale — accepted AI-conference papers

2019

Object and Text-guided Semantics for CNN-based Activity Recognition

Sungmin Eum, Christopher Reale, Heesung Kwon, Claire Bonial, Clare R. Voss

ICASSP 2019accepted

Many previous methods have demonstrated the importance of considering semantically relevant objects for carrying out video-based human activity recognition, yet none of the methods have harvested the power of large text corpora to relate the objects and the activities to be transferred into learning…

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2018

Learning to Repair Software Vulnerabilities with Generative Adversarial Networks

Jacob Harer, Onur Ozdemir, Tomo Lazovich, Christopher Reale, Rebecca Russell, Louis Kim +1

NeurIPS 2018poster

Motivated by the problem of automated repair of software vulnerabilities, we propose an adversarial learning approach that maps from one discrete source domain to another target domain without requiring paired labeled examples or source and target domains to be bijections. We demonstrate that the pr…

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