[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
☆242Jun 7, 2023Updated 3 years ago
Alternatives and similar repositories for AdaTime
Users that are interested in AdaTime are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Domain Adaptation for Time Series Under Feature and Label Shifts☆142Jun 21, 2023Updated 3 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆96Apr 11, 2024Updated 2 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆34Apr 17, 2024Updated 2 years ago
- ☆30Feb 6, 2023Updated 3 years ago
- Code for our paper Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation IJCAI 2021☆21Jun 6, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆39Dec 19, 2023Updated 2 years ago
- Unsupervised Domain Adaptation for Time Series Classification☆31Dec 19, 2023Updated 2 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆31Sep 23, 2021Updated 5 years ago
- [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"☆499Mar 31, 2024Updated 2 years ago
- The official pytorch implemention of our NeurIPS-2024 paper "Boosting Transferability and Discriminability for Time Series Domain Adaptat…☆17Apr 8, 2026Updated 6 months ago
- ☆26Apr 18, 2024Updated 2 years ago
- Code for Unsupervised Multi-Source Domain Adaptation for Regression paper☆20Jun 24, 2020Updated 6 years ago
- Self-supervised contrastive learning for time series via time-frequency consistency☆535May 7, 2024Updated 2 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Sep 6, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆12Feb 29, 2024Updated 2 years ago
- Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)☆60Oct 19, 2020Updated 6 years ago
- accup kdd25☆10May 17, 2025Updated last year
- Application of Transfer Learning for RUL Prediction☆31Apr 12, 2021Updated 5 years ago
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆56Jan 13, 2022Updated 4 years ago
- Source code and datasets for DualCD☆15Feb 3, 2026Updated 9 months ago
- Domain Adaptation Contrastive learning model for Anomaly Detection in multivariate time series (DACAD), combining UDA with contrastive le…☆42Aug 15, 2025Updated last year
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆168May 22, 2024Updated 2 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆46Sep 19, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆13Jan 13, 2022Updated 4 years ago
- Published in IEEE Transactions on Artificial Intelligence☆58Aug 30, 2021Updated 5 years ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆50Jan 13, 2022Updated 4 years ago
- ☆47Feb 6, 2023Updated 3 years ago
- AutoTCL and Parametric Augmentation for Time Series Contrastive Learning(ICLR2024)☆25Mar 24, 2024Updated 2 years ago
- Graph Convolutional Network for RUL prediction with multi-sensor signals☆21Feb 12, 2023Updated 3 years ago
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,943May 10, 2024Updated 2 years ago
- A collection of unsupervised domain adaption algorithms for RUL estimation.☆45Apr 22, 2024Updated 2 years ago
- This repository is for the transfer learning or domain adaptive with fault diagnosis.☆287Dec 8, 2022Updated 3 years 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.
- This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…☆22Dec 25, 2021Updated 4 years ago
- ☆24Jun 3, 2023Updated 3 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Oct 29, 2025Updated last year
- This repository contains the code for our proposed method "Multi-source Feature Alignment and Label Rectification" (MFA-LR), which has be…☆24Jul 14, 2023Updated 3 years ago
- ☆23Feb 12, 2023Updated 3 years ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆69Mar 29, 2023Updated 3 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆44Jul 16, 2024Updated 2 years ago