JiacLuo / CDCCLinks
☆14Updated last year
Alternatives and similar repositories for CDCC
Users that are interested in CDCC are comparing it to the libraries listed below
Sorting:
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆165Updated last year
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆160Updated 9 months ago
- The code for the paper: TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning☆63Updated last year
- TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification☆82Updated 2 years ago
- The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"☆96Updated last year
- Semi-Supervised End-to-End Contrastive Learning for Time Series Classification☆29Updated 2 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆43Updated last year
- About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…☆149Updated last year
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆28Updated 10 months ago
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆51Updated 2 years ago
- Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)☆53Updated last year
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆77Updated 2 years ago
- ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification☆126Updated last year
- ☆24Updated last year
- ☆83Updated last year
- Task-Aware Reconstruction for Time-Series Transformer☆62Updated 2 years ago
- TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative d…☆58Updated last year
- DBPM is a simple algorithm designed as a lightweight plug-in without learnable parameters to enhance the performance of time series contr…☆17Updated last year
- ☆35Updated last year
- Contrastive Learning for Domain Adaptation of Time Series☆94Updated last year
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆30Updated last year
- ☆33Updated 2 years ago
- DMKD- Series2Vec: Similarity-based Representation Learning for Time Series☆39Updated 9 months ago
- ☆81Updated last year
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆31Updated 8 months ago
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆36Updated last year
- [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."☆166Updated 2 years ago
- A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?☆41Updated 2 years ago
- ☆115Updated last year
- ☆39Updated last year