Domain Adaptation for Time Series Under Feature and Label Shifts
☆141Jun 21, 2023Updated 3 years ago
Alternatives and similar repositories for Raincoat
Users that are interested in Raincoat are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Contrastive Learning for Domain Adaptation of Time Series☆96Apr 11, 2024Updated 2 years ago
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆239Jun 7, 2023Updated 3 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆34Apr 17, 2024Updated 2 years ago
- ☆13Oct 7, 2022Updated 4 years ago
- The official pytorch implemention of our NeurIPS-2024 paper "Boosting Transferability and Discriminability for Time Series Domain Adaptat…☆16Apr 8, 2026Updated 6 months 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 SWL-Adapt.☆14Apr 4, 2023Updated 3 years ago
- Self-supervised contrastive learning for time series via time-frequency consistency☆531May 7, 2024Updated 2 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆31Sep 23, 2021Updated 5 years ago
- ☆30Feb 6, 2023Updated 3 years ago
- Code for mixup contrastive learning☆23Sep 9, 2026Updated last month
- Unsupervised Domain Adaptation for Time Series Classification☆31Dec 19, 2023Updated 2 years ago
- Code for our paper Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation IJCAI 2021☆21Jun 6, 2021Updated 5 years ago
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆169May 22, 2024Updated 2 years ago
- ☆10Feb 14, 2023Updated 3 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.
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆24Sep 28, 2022Updated 4 years ago
- ☆14Sep 5, 2023Updated 3 years ago
- ☆12Feb 29, 2024Updated 2 years ago
- [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"☆498Mar 31, 2024Updated 2 years ago
- ☆18Jun 30, 2023Updated 3 years ago
- Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)☆60Oct 19, 2020Updated 5 years ago
- Robust machine learning for responsible AI☆510Jul 12, 2024Updated 2 years ago
- ☆22Jun 3, 2024Updated 2 years ago
- Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts".…☆20Jul 12, 2023Updated 3 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.
- ☆47Feb 6, 2023Updated 3 years ago
- GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"☆60May 1, 2023Updated 3 years ago
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆72Apr 16, 2026Updated 5 months ago
- Multi-Source Affective Classification EEG Framework with Private Encoders☆13May 4, 2022Updated 4 years ago
- Inspired by the idea of transfer learning, a combined approach is proposed. In the method, Deep Convolutional Neural Networks with Wide …☆154Feb 28, 2025Updated last year
- Unofficial PyTorch implementation of Domain Adaptation Forecaster☆38Feb 20, 2024Updated 2 years ago
- Time series explainability via self-supervised model behavior consistency☆57Oct 22, 2023Updated 2 years ago
- A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?☆42Sep 19, 2023Updated 3 years ago
- ☆138Mar 4, 2026Updated 7 months 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.
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆31Mar 4, 2025Updated last year
- Domain Adaptation Contrastive learning model for Anomaly Detection in multivariate time series (DACAD), combining UDA with contrastive le…☆42Aug 15, 2025Updated last year
- [CVPR 2023] Code for our paper DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inversed Gram Matrices☆69Jun 21, 2023Updated 3 years ago
- Adversarial Weighting for Domain Adaptation in Regression☆24Jun 1, 2022Updated 4 years ago
- ☆38Sep 5, 2025Updated last year
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆62Apr 3, 2023Updated 3 years ago
- The PyTorch implementation of Temperature Adaptive Transfer Network for Cross-Domain State of Charge Estimation of Li-ion Batteries at D…☆25Apr 16, 2023Updated 3 years ago