emadeldeen24 / CoTMixLinks
[TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup
☆31Updated last year
Alternatives and similar repositories for CoTMix
Users that are interested in CoTMix are comparing it to the libraries listed below
Sorting:
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆28Updated 3 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆91Updated last year
- ☆21Updated last year
- ☆37Updated last year
- Domain Adaptation for Time Series Under Feature and Label Shifts☆123Updated 2 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆41Updated last year
- ☆26Updated 2 years ago
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆215Updated 2 years ago
- ☆13Updated 9 months ago
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆58Updated last year
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Updated 4 years ago
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆46Updated 3 years ago
- Semi-Supervised End-to-End Contrastive Learning for Time Series Classification☆28Updated 2 years ago
- ☆35Updated last year
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆39Updated 2 years ago
- This work studies imbalanced domain generalization.☆12Updated 2 years ago
- ☆16Updated 2 years ago
- Multi-source Heterogeneous Domain Adaptation with Conditional Weighting Adversarial Network, TNNLS 2021☆20Updated 4 years ago
- Official implementation of SWL-Adapt.☆14Updated 2 years ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆10Updated last year
- Record my work in transfer learning during my postgraduate period.☆50Updated last year
- ☆26Updated 10 months ago
- Code and data for our paper on IEEE-TIE: Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis☆41Updated 2 years ago
- This repository contains all the source code needed to reproduce the experiments or review the results obtained in the research paper "…☆13Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22Updated last year
- ☆66Updated 2 years ago
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆160Updated last year
- 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 8 months ago
- Code release for Representation Subspace Distance for Domain Adaptation Regression (ICML 2021)☆84Updated 3 years ago
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆18Updated 2 years ago