GitHub

nakamuratoshiya-kodo/autoencoder-sample

オートエンコーダによる画像異常検知 PoC のためのプログラムです。 指定フォルダ内のデータでモデルを学習し、MLflow による実験管理・評価結果の可視化を行います。 config.pyで学習の設定 ...
GitHub

About An implement of AutoEncoder, Transformer and DDPM with cross-attention for Meteorlogical Graph seq-seq prediction

Feature extracting using basic Autoencoder with ConvNeXtV2 backbone or BYOL (not experimented) Implicit vector predicting using Transformer with both encoder and decoder Image generating using DDPM ...
IEEE

Novel Virtual Sample Generation Approach Using Cubic Spline Interpolation Based Autoencoder for Industrial Soft Sensing Under the Condition of Limited Samples

Abstract: Industrial soft sensing plays a pivotal role in estimating key process variables to facilitate advanced control and process optimization in contemporary industrial settings. Presently, ...
IEEE

Fault Diagnosis of Rolling Bearing Using Convolutional Denoising Autoencoder and Siamese Neural Network With Small Sample

Abstract: Bearing fault diagnosis is critical for ensuring mechanical reliability and operational safety. Industrial Internet of Things (IIoT) sensors provide real-time monitoring data, advancing ...
Frontiers

Integrating multi-source monitoring data and deep convolutional autoencoder technology for slope failure pattern recognition

Introduction: Over the past few decades, China has vigorously advanced its strategy to build a powerful transportation network, constructing and maintaining numerous slope engineering projects.
Frontiers

Generation and discrimination of autism MRI images based on autoencoder

This study aims to explore an autoencoder-based method for generating brain MRI images of patients with Autism Spectrum Disorder (ASD) and non-ASD individuals, and to discriminate ASD based on the ...