Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation
☆30Sep 23, 2021Updated 4 years ago
Alternatives and similar repositories for calda
Users that are interested in calda are comparing it to the libraries listed below
Sorting:
- Contrastive Learning for Domain Adaptation of Time Series☆96Apr 11, 2024Updated last year
- ☆11Sep 20, 2025Updated 5 months ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆19Jul 12, 2025Updated 7 months ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆34Apr 17, 2024Updated last year
- Code for our paper Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation IJCAI 2021☆20Jun 6, 2021Updated 4 years ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Nov 24, 2023Updated 2 years ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆19Feb 6, 2026Updated 3 weeks ago
- This is the pytorch demo code for Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain, (PTMDA) (IEEE Transactions on Ima…☆11Apr 15, 2022Updated 3 years ago
- ☆12Jan 17, 2023Updated 3 years ago
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated 11 months ago
- ☆28Feb 6, 2023Updated 3 years ago
- Variational Adversarial Deep Domain Adaptation implementation (TensorFlow 1.x)☆12Jan 14, 2019Updated 7 years ago
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Mar 25, 2024Updated last year
- Domain Adaptation for Time Series Under Feature and Label Shifts☆133Jun 21, 2023Updated 2 years ago
- Discriminative Prototypes learned by Dynamic Time Warping (DTW) for Time Series Classification (TSC)☆33Mar 19, 2021Updated 4 years ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- The open-source code of "CS-SHAP: Extending SHAP to "SHapley Estimated Explanation (SHEP): A Fast post-hoc attribution method for interpr…☆15Jan 22, 2026Updated last month
- Code for paper being submitted☆14Jul 9, 2025Updated 7 months ago
- ☆13Mar 5, 2024Updated last year
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- ☆17Jan 13, 2026Updated last month
- ☆39Dec 19, 2023Updated 2 years ago
- ☆17Jul 2, 2022Updated 3 years ago
- Official implementation of SWL-Adapt.☆14Apr 4, 2023Updated 2 years ago
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆37Jan 16, 2026Updated last month
- ☆16Oct 17, 2023Updated 2 years ago
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆27Nov 26, 2025Updated 3 months ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆42Sep 22, 2021Updated 4 years ago
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆44Jun 24, 2024Updated last year
- Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification☆21Jul 10, 2022Updated 3 years ago
- Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts".…☆19Jul 12, 2023Updated 2 years ago
- SSGC: Synergistic Similarity Graph Construction for Steel Plate Fault Diagnosis with Graph Attention Networks☆21Dec 5, 2024Updated last year
- ☆23Aug 10, 2023Updated 2 years ago
- 结合DBN和ELM的改进DBN-ELM模型☆22Apr 30, 2018Updated 7 years ago
- SF(DA)²: Source-free Domain Adaptation Through the Lens of Data Augmentation (ICLR 2024)☆23May 18, 2024Updated last year
- Spectral Normalization and Projection Discriminator☆18Nov 13, 2018Updated 7 years ago
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆224Jun 7, 2023Updated 2 years ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆22Sep 28, 2022Updated 3 years ago