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Tan M. Nguyen

A Primal-Dual Framework for Transformers and Neural Networks

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Jun 19, 2024
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Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis

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Jun 19, 2024
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Tree-Sliced Wasserstein Distance on a System of Lines

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Jun 19, 2024
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Elliptical Attention

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Jun 19, 2024
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PIDformer: Transformer Meets Control Theory

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Feb 25, 2024
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Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals

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Dec 01, 2023
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From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach

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Nov 06, 2023
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p-Laplacian Transformer

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Nov 06, 2023
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ARIST: An Effective API Argument Recommendation Approach

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Jun 11, 2023
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Transformer with a Mixture of Gaussian Keys

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Oct 16, 2021
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