GitHub

SimVQ: Addressing Representation Collapse in Vector Quantized Models with One Linear Layer

imagenet └── train/ ├── n01440764 ├── n01440764_10026.JPEG ├── n01440764_10027.JPEG ├── ... ├── n01443537 ...
IEEE

A Patch-Based Multiple Imputation Transformer Model for Time Series Data Completion

Abstract: In the real world, collecting time series data often encounters difficulties and uncertainties, leading to prevalent data missing issues. The time series imputation task aims to restore data ...
IEEE

Short Term Wind Power Prediction Base on STL Decomposition and LSTM-Attention-Linear Model

Abstract: This paper introduces a method for short-term wind power prediction that utilizes neural networks trained on historical wind power data and numerical weather prediction data. The neural ...