Nokia-Bell-Labs / CroSSL
(WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking
☆17Updated 11 months ago
Alternatives and similar repositories for CroSSL:
Users that are interested in CroSSL are comparing it to the libraries listed below
- (KDD’24) Using Self-Supervised Learning Can Improve Model Fairness.☆12Updated 8 months ago
- ☆58Updated 2 years ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆37Updated 3 years ago
- ☆13Updated 2 years ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆24Updated 2 years ago
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Updated 10 months ago
- (WACV'24) Kaizen: Practical self-supervised continual learning with continual fine-tuning☆12Updated 3 months ago
- (ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals☆51Updated last week
- Contrastive Learning (SimCLR) for Human Activity Recognition☆73Updated 3 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆26Updated 3 years ago
- Source code for paper: UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification☆19Updated 3 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆29Updated 9 months ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆39Updated 3 years ago
- ☆11Updated 2 years ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆28Updated 2 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆37Updated 7 months ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 3 years ago
- A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?☆30Updated last year
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆38Updated 8 months ago
- Official implementation of SWL-Adapt.☆14Updated last year
- Domain Adaptation for Time Series Under Feature and Label Shifts☆116Updated last year
- ☆8Updated 6 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆46Updated 3 years ago
- Implementation of the InterpretTime framework☆43Updated last year
- Pytorch implementation of Spiking Neural Networks for Human Activity Recognition.☆17Updated 2 years ago
- ☆37Updated last year
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆31Updated 7 months ago
- This is the implementation for the paper "Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learnin…☆11Updated 2 years ago
- Code for the paper "Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation", Buffelli D., Vandin F.,…☆18Updated 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