SimAD, deep learning, anomaly detection, outlier detection, time series, TNNLS, 2025. "SimAD: A Simple Dissimilarity-based Approach for Time Series Anomaly Detection", time series anomaly detection
☆34Jan 19, 2026Updated 8 months ago
Alternatives and similar repositories for SimAD
Users that are interested in SimAD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PatchAD, TBD 2025, deep learning, anomaly detection, outlier detection, time series, PatchAD: A Lightweight Patch-based MLP-Mixer for Tim…☆50Aug 18, 2025Updated last year
- ☆13May 8, 2024Updated 2 years ago
- Welcome to the official repository for the paper "Unraveling the 'Anomaly' in Time Series Anomaly Detection: A Self-supervised Tri-domain…☆26Apr 1, 2024Updated 2 years ago
- CARLA: A self-supervised contrastive learning model for time series anomaly detection. Enhances anomaly detection by learning robust repr…☆157Mar 18, 2025Updated last year
- Official implementations of "Frequency-masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning (AA…☆22Apr 10, 2026Updated 6 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Multivariate Time Series Anomaly Detection by Capturing Coarse-Grained Intra- and Inter-Variate Dependencies☆17Feb 13, 2025Updated last year
- A multi-instance learning framework for TSAD with inexact supervision☆20Mar 19, 2024Updated 2 years ago
- ☆28Oct 18, 2024Updated last year
- Official repository for “PATE: Proximity-Aware Time series anomaly Evaluation”.☆19Dec 19, 2024Updated last year
- Official implementation of ECML PKDD'24 paper 'Self-Supervised Spatial-Temporal Normality Learning for Time Series Anomaly Detection'.☆17Aug 17, 2024Updated 2 years ago
- ☆10May 29, 2024Updated 2 years ago
- ☆18Apr 20, 2024Updated 2 years ago
- This repository contains a reading list of papers on multivariate time series anomaly detection. This repository is still being continuou…☆82Aug 4, 2026Updated 2 months ago
- Official repository for the paper "When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection", AA…☆54May 29, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆10Apr 7, 2024Updated 2 years ago
- Official implmentation of AAAI'23 paper 'Detecting Multivariate Time Series Anomalies with Zero Known Label'.☆80Jul 26, 2024Updated 2 years ago
- ☆25Aug 21, 2025Updated last year
- Code support as a published paper！☆77Apr 29, 2024Updated 2 years ago
- ☆19May 13, 2025Updated last year
- [NeurIPS 2025] CrossAD: Time Series Anomaly Detection with Cross-scale Associations and Cross-window Modeling☆52Nov 2, 2025Updated 11 months ago
- MA-VAE: Multi-head attention-based variational autoencoder approach for anomaly detection in multivariate time-series applied to automoti…☆11Sep 20, 2026Updated 2 weeks ago
- [ICDE'2024] Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection☆40Jul 26, 2024Updated 2 years ago
- Comparing a transormer GAN and a LSTM GAN for augmenting timeseries datasets☆14Nov 7, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆32Mar 11, 2026Updated 7 months ago
- ☆14May 23, 2025Updated last year
- MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting☆13Apr 27, 2024Updated 2 years ago
- The implement of An Unsupervised Short- and Long-Term Mask Representation for Multivariate Time Series Anomaly Detection☆26May 15, 2023Updated 3 years ago
- ☆71Oct 7, 2025Updated last year
- Multivariate Time-Series Anomaly Detection with GNN.☆90Nov 14, 2023Updated 2 years ago
- Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models, KDD 2023☆126Sep 6, 2023Updated 3 years ago
- Code of FCVAE accepted by WWW 2024☆79Feb 27, 2024Updated 2 years ago
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 10 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆21Mar 24, 2023Updated 3 years ago
- ☆13Sep 4, 2026Updated last month
- This is an official pytorch implementation for paper "Diffusion Language-Shapelets for Semi-supervised Time-Series Classification" (AAAI-…☆32Jun 2, 2024Updated 2 years ago
- This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23)…☆14May 17, 2024Updated 2 years ago
- Domain Adaptation Contrastive learning model for Anomaly Detection in multivariate time series (DACAD), combining UDA with contrastive le…☆42Aug 15, 2025Updated last year
- Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…☆38Nov 14, 2023Updated 2 years ago
- mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and Model Selection at Scale☆18Jun 28, 2025Updated last year