Search Results for author: Ben Zhang

Found 3 papers, 2 papers with code

Functional Network: A Novel Framework for Interpretability of Deep Neural Networks

no code implementations24 May 2022 Ben Zhang, Zhetong Dong, Junsong Zhang, Hongwei Lin

Inspired by the success of functional brain networks, we propose a novel framework for interpretability of deep neural networks, that is, the functional network.

Adversarial Robustness Topological Data Analysis

An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

1 code implementation4 Aug 2020 Farah E. Shamout, Yiqiu Shen, Nan Wu, Aakash Kaku, Jungkyu Park, Taro Makino, Stanisław Jastrzębski, Duo Wang, Ben Zhang, Siddhant Dogra, Meng Cao, Narges Razavian, David Kudlowitz, Lea Azour, William Moore, Yvonne W. Lui, Yindalon Aphinyanaphongs, Carlos Fernandez-Granda, Krzysztof J. Geras

In order to verify performance in a real clinical setting, we silently deployed a preliminary version of the deep neural network at New York University Langone Health during the first wave of the pandemic, which produced accurate predictions in real-time.

COVID-19 Diagnosis Decision Making +1

Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function

2 code implementations ACL 2019 Yusu Qian, Urwa Muaz, Ben Zhang, Jae Won Hyun

Finally, we introduce a combination of data augmentation and our approach, and show that it outperforms existing strategies in all bias evaluation metrics.

Data Augmentation Text Generation

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