Shuheng-Li / UniTS-Sensory-Time-Series-Classification
Source code for paper: UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification
☆20Updated 3 years ago
Alternatives and similar repositories for UniTS-Sensory-Time-Series-Classification
Users that are interested in UniTS-Sensory-Time-Series-Classification 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".☆38Updated 3 years ago
- ☆60Updated 2 years ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆74Updated 4 years ago
- Task-Aware Reconstruction for Time-Series Transformer☆60Updated 2 years ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆28Updated 2 years ago
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆17Updated last year
- Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)☆56Updated 4 years ago
- ☆37Updated last year
- This is the implementation for the paper "Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learnin…☆12Updated 2 years ago
- Official implementation of SWL-Adapt.☆14Updated 2 years ago
- ☆14Updated 2 years ago
- ☆20Updated last year
- ULTS: A unified and standardized library of unsupervised representation learning approaches for time series☆48Updated last year
- ☆9Updated 3 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆89Updated last year
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆25Updated 2 years ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆119Updated last year
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆27Updated 10 months ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆40Updated 3 years ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆23Updated 2 years ago
- The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"☆81Updated last year
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆28Updated 3 years ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆55Updated 2 years ago
- Multivariate Time Series Classification Model with Attentional Prototype Network☆44Updated 6 years ago
- A curated list of time series augmentation resources.☆64Updated 3 years ago
- The source code and collected data for the Meta-HAR (WWW 2021) paper.☆33Updated 3 years ago
- Time Series Contrastive Learning with Information-Aware Augmentations (Code)☆20Updated 2 years ago
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆33Updated 10 months ago
- DBPM is a simple algorithm designed as a lightweight plug-in without learnable parameters to enhance the performance of time series contr…☆15Updated last year
- ☆119Updated 2 years ago