Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation
☆31Sep 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. 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
- This is the pytorch demo code for Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain, (PTMDA) (IEEE Transactions on Ima…☆11Apr 15, 2022Updated 4 years ago
- Code for our paper Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation IJCAI 2021☆21Jun 6, 2021Updated 5 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆34Apr 17, 2024Updated 2 years ago
- Variational Adversarial Deep Domain Adaptation implementation (TensorFlow 1.x)☆12Jan 14, 2019Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Domain Adaptation for Time Series Under Feature and Label Shifts☆140Jun 21, 2023Updated 3 years ago
- ☆13Mar 5, 2024Updated 2 years ago
- ☆29Feb 6, 2023Updated 3 years ago
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆20Jul 12, 2025Updated last year
- Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts".…☆19Jul 12, 2023Updated 3 years ago
- Unsupervised Domain Adaptation for Time Series Classification☆31Dec 19, 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 6 months ago
- ☆22Aug 10, 2023Updated 3 years ago
- [IMWUT/UbiComp 2024] Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition☆23Oct 28, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆10Apr 14, 2019Updated 7 years ago
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- ☆39Dec 19, 2023Updated 2 years ago
- Discriminative Prototypes learned by Dynamic Time Warping (DTW) for Time Series Classification (TSC)☆33Mar 19, 2021Updated 5 years ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 5 years ago
- The code of our AAAI'20 paper "GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks"☆11Aug 10, 2020Updated 6 years ago
- ☆12Jan 17, 2023Updated 3 years ago
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated last year
- Master thesis - reproducing state-of-the-art schema matching algorithms☆14Jul 6, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [Machine Learning 2023] NaCL: Noise-Robust Cross-Domain Contrastive Learning for Unsupervised Domain Adaptation☆12Jul 8, 2023Updated 3 years ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆234Jun 7, 2023Updated 3 years ago
- Ongoing project: a library for graph foundation model☆13Feb 7, 2024Updated 2 years ago
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆15May 15, 2026Updated 2 months ago
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆31Jan 26, 2021Updated 5 years ago
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- Official implementation of SWL-Adapt.☆14Apr 4, 2023Updated 3 years ago
- Implementation of QKVAE☆11Feb 24, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆13Oct 13, 2025Updated 9 months ago
- GitHub Repository for KDD 2022 paper "Saliency-Regularized Deep Multi-Task Learning"☆12Sep 26, 2023Updated 2 years ago
- Spectral Normalization and Projection Discriminator☆18Nov 13, 2018Updated 7 years ago
- The source code of PGD-VAE☆12Dec 8, 2022Updated 3 years ago
- The open-source code of "CS-SHAP: Extending SHAP to "SHapley Estimated Explanation (SHEP): A Fast post-hoc attribution method for interpr…☆18Jan 22, 2026Updated 6 months ago
- Tensorflow implementation of Invariant Rationalization☆50Feb 16, 2023Updated 3 years ago
- Official code release for the NeurIPS 2021 article Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time…☆10Nov 17, 2021Updated 4 years ago