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Picture for Alvin Chan

Deep Extrapolation for Attribute-Enhanced Generation


Jul 07, 2021
Alvin Chan, Ali Madani, Ben Krause, Nikhil Naik


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RNA Alternative Splicing Prediction with Discrete Compositional Energy Network


Mar 07, 2021
Alvin Chan, Anna Korsakova, Yew-Soon Ong, Fernaldo Richtia Winnerdy, Kah Wai Lim, Anh Tuan Phan

* ACM CHIL 2021 Camera-Ready 

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Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters


Feb 17, 2021
Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu

* Published as a conference paper at the 9th International Conference on Learning Representations (ICLR 2021) 

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Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder


Oct 06, 2020
Alvin Chan, Yi Tay, Yew-Soon Ong, Aston Zhang

* Accepted in EMNLP-Findings 2020, Camera Ready Version 

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Player Identification in Hockey Broadcast Videos


Sep 14, 2020
Alvin Chan, Martin D. Levine, Mehrsan Javan

* Volume 165, 1 March 2021, 113891 

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CoCon: A Self-Supervised Approach for Controlled Text Generation


Jun 05, 2020
Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu


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Jacobian Adversarially Regularized Networks for Robustness


Jan 29, 2020
Alvin Chan, Yi Tay, Yew Soon Ong, Jie Fu

* ICLR 2020 Camera Ready 

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What it Thinks is Important is Important: Robustness Transfers through Input Gradients


Dec 11, 2019
Alvin Chan, Yi Tay, Yew-Soon Ong


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Poison as a Cure: Detecting & Neutralizing Variable-Sized Backdoor Attacks in Deep Neural Networks


Nov 19, 2019
Alvin Chan, Yew-Soon Ong


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Metamorphic Relation Based Adversarial Attacks on Differentiable Neural Computer


Sep 07, 2018
Alvin Chan, Lei Ma, Felix Juefei-Xu, Xiaofei Xie, Yang Liu, Yew Soon Ong


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