Rxannro / SWL-AdaptLinks
Official implementation of SWL-Adapt.
☆14Updated 2 years ago
Alternatives and similar repositories for SWL-Adapt
Users that are interested in SWL-Adapt are comparing it to the libraries listed below
Sorting:
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆42Updated 4 years ago
- ☆10Updated 2 years ago
- ☆66Updated 3 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆30Updated 4 years ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆22Updated 3 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆34Updated last year
- Contrastive Learning for Domain Adaptation of Time Series☆96Updated last year
- ☆19Updated last year
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆31Updated 3 years ago
- Semi-Supervised End-to-End Contrastive Learning for Time Series Classification☆30Updated 2 years ago
- ☆17Updated 3 years ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆79Updated 4 years ago
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆37Updated 3 weeks ago
- This is the implementation for the paper "Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learnin…☆12Updated 3 years ago
- ☆39Updated 2 years ago
- Time Series Contrastive Learning with Information-Aware Augmentations (Code)☆24Updated 2 years ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆133Updated 2 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…☆19Updated last year
- ☆11Updated 4 months ago
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆169Updated last year
- Implementation of the OS-ROCKET algorithm for open set recognition for time series classifciation☆10Updated 4 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Updated 4 years ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆60Updated 3 years ago
- Code for the paper "Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation", Buffelli D., Vandin F.,…☆19Updated 4 years ago
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆65Updated last year
- [NeurIPS 22'] Dynamic Sparse Network for Time Series Classification: Learning What to “See”☆24Updated 3 years ago
- ☆25Updated last year
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆21Updated last year
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆224Updated 2 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆43Updated last year