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Fan-Keng Sun

Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting

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Mar 30, 2025
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Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction

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Oct 24, 2023
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KirchhoffNet: A Circuit Bridging Message Passing and Continuous-Depth Models

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Oct 24, 2023
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Learning from Multiple Annotator Noisy Labels via Sample-wise Label Fusion

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Jul 22, 2022
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FreDo: Frequency Domain-based Long-Term Time Series Forecasting

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May 24, 2022
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Adjusting for Autocorrelated Errors in Neural Networks for Time Series Regression and Forecasting

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Feb 01, 2021
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Conditioned Natural Language Generation using only Unconditioned Language Model: An Exploration

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Nov 14, 2020
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Variational inference formulation for a model-free simulation of a dynamical system with unknown parameters by a recurrent neural network

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Mar 02, 2020
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LAMAL: LAnguage Modeling Is All You Need for Lifelong Language Learning

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Sep 07, 2019
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Temporal Pattern Attention for Multivariate Time Series Forecasting

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Sep 12, 2018
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