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Pin-Yu Chen

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Distributed Adversarial Training to Robustify Deep Neural Networks at Scale

Jun 13, 2022
Gaoyuan Zhang, Songtao Lu, Yihua Zhang, Xiangyi Chen, Pin-Yu Chen, Quanfu Fan, Lee Martie, Lior Horesh, Mingyi Hong, Sijia Liu

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Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning

Jun 10, 2022
Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen

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Theoretical Error Performance Analysis for Variational Quantum Circuit Based Functional Regression

Jun 08, 2022
Jun Qi, Chao-Han Huck Yang, Pin-Yu Chen, Min-Hsiu Hsieh

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Learning Geometrically Disentangled Representations of Protein Folding Simulations

May 20, 2022
N. Joseph Tatro, Payel Das, Pin-Yu Chen, Vijil Chenthamarakshan, Rongjie Lai

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A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction

May 11, 2022
Yong Xie, Dakuo Wang, Pin-Yu Chen, Jinjun Xiong, Sijia Liu, Sanmi Koyejo

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Evaluating the Adversarial Robustness for Fourier Neural Operators

Apr 08, 2022
Abolaji D. Adesoji, Pin-Yu Chen

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Treatment Learning Transformer for Noisy Image Classification

Mar 29, 2022
Chao-Han Huck Yang, I-Te Danny Hung, Yi-Chieh Liu, Pin-Yu Chen

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Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing

Mar 11, 2022
Jun Qi, Chao-Han Huck Yang, Pin-Yu Chen, Javier Tejedor

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