boschresearch / expclrLinks
Official PyTorch implementation of the paper "Utilizing Expert Features for Contrastive Learning of Time-Series Representations"
☆14Updated 2 years ago
Alternatives and similar repositories for expclr
Users that are interested in expclr are comparing it to the libraries listed below
Sorting:
- [SDM 2022] Towards Similarity-Aware Time-Series Classification☆83Updated 2 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆43Updated last year
- A study of distance measures and learning methods for semi-supervised learning on time series data☆17Updated 4 years ago
- (Under Review)☆67Updated 4 years ago
- Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification☆21Updated 3 years ago
- Contrastive Learning for Time Series☆40Updated 2 years ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆124Updated 2 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆28Updated 4 years ago
- Code for mixup contrastive learning☆22Updated 4 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆92Updated last year
- ☆141Updated 2 months ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆32Updated last year
- A curated list of time series augmentation resources.☆64Updated 3 years ago
- Multivariate Time Series Classification Model with Attentional Prototype Network☆43Updated 6 years ago
- Benchmarks for Out-of-Distribution Generalization in Time Series Tasks☆70Updated 3 years ago
- ☆123Updated 2 years ago
- Multi-Scale Convolutional Neural Network for Time Series Classification (MCNN)☆23Updated 6 years ago
- Self Supervised Learning for Time Series Using Similarity Distillation☆12Updated 3 years ago
- Implementation of the paper NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting.☆77Updated 4 years ago
- [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."☆153Updated last year
- ICPR2022: Dynamic Data Augmentation with Gating Networks for Time Series Recognition☆11Updated 3 years ago
- ☆66Updated 2 years ago
- ☆29Updated 3 years ago
- PyTorch Implementation of GRU-D from "Recurrent Neural Networks for Multivariate Time Series with Missing Values" https://arxiv.org/abs/1…☆26Updated 5 years ago
- Time Series Change Point Detection based on Contrastive Predictive Coding☆81Updated 3 years ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Updated 3 years ago
- Unsupervised Domain Adaptation for Time Series Classification☆30Updated last year
- XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification☆48Updated 2 years ago
- Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up …☆35Updated last year
- SemiTime (ICASSP2021)☆39Updated 4 years ago