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09/14/2023
Masked Generative Modeling with Enhanced Sampling Scheme
This paper presents a novel sampling scheme for masked non-autoregressiv...
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03/08/2023
Vector Quantized Time Series Generation with a Bidirectional Prior Model
Time series generation (TSG) studies have mainly focused on the use of G...
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07/23/2022
Better Reasoning Behind Classification Predictions with BERT for Fake News Detection
Fake news detection has become a major task to solve as there has been a...
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04/06/2022
VNIbCReg: VICReg with Neighboring-Invariance and better-Covariance Evaluated on Non-stationary Seismic Signal Time Series
One of the latest self-supervised learning (SSL) methods, VICReg, showed...
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12/03/2021
Reinforcement Learning-Based Automatic Berthing System
Previous studies on automatic berthing systems based on artificial neura...
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09/02/2021