Me, myself, and ire: Effects of automatic transcription quality on emotion, sarcasm, and personality detection

no code implementations • EACL (WASSA) 2021 • John Culnan, SeongJin Park, Meghavarshini Krishnaswamy, Rebecca Sharp

In deployment, systems that use speech as input must make use of automated transcriptions.

On the Relationship Between Adversarial Robustness and Decision Region in Deep Neural Network

no code implementations • 7 Jul 2022 • SeongJin Park, Haedong Jeong, Giyoung Jeon, Jaesik Choi

In general, Deep Neural Networks (DNNs) are evaluated by the generalization performance measured on unseen data excluded from the training phase.

Adversarial Attack Adversarial Robustness

Empirical Study of the Decision Region and Robustness in Deep Neural Networks

no code implementations • 29 Sep 2021 • SeongJin Park, Haedong Jeong, Giyoung Jeon, Jaesik Choi

In general, the Deep Neural Networks (DNNs) is evaluated by the generalization performance measured on the unseen data excluded from the training phase.

Adversarial Attack Adversarial Robustness