Nokia-Bell-Labs / CroSSLLinks
(WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking
☆21Updated last year
Alternatives and similar repositories for CroSSL
Users that are interested in CroSSL are comparing it to the libraries listed below
Sorting:
- Contrastive Learning (SimCLR) for Human Activity Recognition☆79Updated 4 years ago
- ☆65Updated 2 years ago
- ☆17Updated 3 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Updated 4 years ago
- (KDD’24) Using Self-Supervised Learning Can Improve Model Fairness.☆11Updated last year
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆41Updated 4 years ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Updated 3 years ago
- ☆10Updated 2 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆43Updated last year
- ULTS: A unified and standardized library of unsupervised representation learning approaches for time series☆50Updated 2 years ago
- ☆82Updated last year
- Source code for paper: UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification☆21Updated 4 years ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆30Updated 3 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
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆220Updated 2 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆94Updated last year
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆33Updated last year
- Domain Adaptation for Time Series Under Feature and Label Shifts☆128Updated 2 years ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?☆42Updated 2 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Updated 4 years ago
- Task-Aware Reconstruction for Time-Series Transformer☆62Updated 2 years ago
- Official implementation of SWL-Adapt.☆14Updated 2 years ago
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆36Updated last year
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆28Updated 4 years ago
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆60Updated last year
- (ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals☆125Updated 5 months ago
- Semi-Supervised End-to-End Contrastive Learning for Time Series Classification☆29Updated 2 years ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆59Updated 3 years ago
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆166Updated last year