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Alvin Chan

Pretraining ECG Data with Adversarial Masking Improves Model Generalizability for Data-Scarce Tasks

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Nov 15, 2022
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How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?

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May 09, 2022
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A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges

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May 08, 2022
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ORCHARD: A Benchmark For Measuring Systematic Generalization of Multi-Hierarchical Reasoning

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Nov 28, 2021
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FastTrees: Parallel Latent Tree-Induction for Faster Sequence Encoding

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Nov 28, 2021
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Deep Extrapolation for Attribute-Enhanced Generation

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Jul 07, 2021
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RNA Alternative Splicing Prediction with Discrete Compositional Energy Network

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Mar 07, 2021
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Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters

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Feb 17, 2021
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Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder

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Oct 06, 2020
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Player Identification in Hockey Broadcast Videos

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Sep 14, 2020
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