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How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?



Alvin Chan , Yew-Soon Ong , Clement Tan

* IJCAI 2022 Long Oral, Camera-ready full version 

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A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges



Zhenghua Chen , Min Wu , Alvin Chan , Xiaoli Li , Yew-Soon Ong


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ORCHARD: A Benchmark For Measuring Systematic Generalization of Multi-Hierarchical Reasoning



Bill Tuck Weng Pung , Alvin Chan


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FastTrees: Parallel Latent Tree-Induction for Faster Sequence Encoding



Bill Tuck Weng Pung , Alvin Chan


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Deep Extrapolation for Attribute-Enhanced Generation



Alvin Chan , Ali Madani , Ben Krause , Nikhil Naik


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RNA Alternative Splicing Prediction with Discrete Compositional Energy Network



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



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



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



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



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


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