floft / codatsLinks
Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)
☆56Updated 5 years ago
Alternatives and similar repositories for codats
Users that are interested in codats are comparing it to the libraries listed below
Sorting:
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆217Updated 2 years ago
- A curated list of time series augmentation resources.☆64Updated 3 years ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆125Updated 2 years ago
- ☆38Updated last year
- Contrastive Learning for Domain Adaptation of Time Series☆92Updated last year
- ☆123Updated 2 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆32Updated last year
- ☆26Updated 2 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆28Updated 4 years ago
- Code for our paper Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation IJCAI 2021☆18Updated 4 years ago
- Remarkable performance of Deep Learning Models cann't be achieved without the massive data, this tool can help you to augment your time s…☆18Updated 10 months ago
- ☆42Updated 2 years ago
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆162Updated last year
- ☆66Updated 2 years ago
- ☆20Updated 2 years ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆40Updated 4 years ago
- Code for our paper Self Supervised Learning for Semi Supervised Time Series Classification PAKDD 2020☆16Updated 5 years ago
- ☆141Updated 3 months ago
- The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"☆93Updated last year
- Multivariate Time Series Classification Model with Attentional Prototype Network☆44Updated 6 years ago
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆36Updated last year
- ULTS: A unified and standardized library of unsupervised representation learning approaches for time series☆50Updated last year
- ☆79Updated last year
- Contrastive Learning (SimCLR) for Human Activity Recognition☆79Updated 4 years ago
- Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis☆33Updated 6 years ago
- ☆35Updated last year
- Variational Adversarial Deep Domain Adaptation implementation (TensorFlow 1.x)☆11Updated 6 years ago
- ☆26Updated last year
- DMKD- Series2Vec: Similarity-based Representation Learning for Time Series☆37Updated 7 months ago
- Hierarchical Transfer Component Analysis and Hierarchical Joint Domian Adaption are implemented in this repository.☆21Updated 7 years ago