GitHub

GitHub - sankeerthsunnapu/anomaly-detection-server-logs: Real-time anomaly detection in server logs using LSTM, Autoencoder, and Transformer models built with PyTorch. Includes ...

Modern distributed systems generate millions of log lines per hour. Manually inspecting logs for failures, intrusions, or performance degradation is impractical. This project builds an automated, real ...
GitHub

MdMusfikurRahmanSifar/music-generation-unsupervised

music-generation-unsupervised/ ├── README.md # This file ├── requirements.txt # Python dependencies ├── data/ # Data directory │ ├── raw_midi/ # Raw MIDI files from MAESTRO dataset │ ├── processed/ # ...
IEEE

A Unified AutoEncoder-Based Representation Learning Framework for Fault Detection With Heterogeneous Feature Dimensions

Abstract: Industrial data collected from similar processes under varying production specifications or monitoring configurations often exhibit structural heterogeneity, particularly in the form of ...
IEEE

GDiffMAE: Guided Diffusion Enhanced Mask Graph AutoEncoder for Recommendation

Abstract: Despite advancements using graph neural networks (GNNs) to capture complex user-item interactions, challenges persist due to data sparsity and noise. To address these, self-supervised ...