Navidfoumani / ConvTranView external linksLinks
This is a PyTorch implementation of ConvTran
☆175Mar 21, 2025Updated 10 months ago
Alternatives and similar repositories for ConvTran
Users that are interested in ConvTran are comparing it to the libraries listed below
Sorting:
- Disjoint-CNN for Multivariate Time Series Classification☆23Nov 23, 2023Updated 2 years ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆81Oct 13, 2025Updated 4 months ago
- TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative d…☆60Aug 29, 2024Updated last year
- ☆43Jun 11, 2024Updated last year
- ☆12Dec 9, 2023Updated 2 years ago
- Monash Scalable Time Series Evaluation Repository☆19Aug 28, 2025Updated 5 months ago
- LITE: Light Inception with boosTing tEchniques for Time Series Classification☆33Nov 28, 2025Updated 2 months ago
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆250Sep 15, 2024Updated last year
- ☆157May 9, 2023Updated 2 years ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆364Apr 28, 2024Updated last year
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆169May 22, 2024Updated last year
- ☆120Nov 6, 2024Updated last year
- The official code of EMNLP 2022, "How Far are We from Robust Long Abstractive Summarization?".☆18Sep 26, 2023Updated 2 years ago
- Multivariate Time Series Transformer, public version☆867Sep 18, 2025Updated 4 months ago
- DBPM is a simple algorithm designed as a lightweight plug-in without learnable parameters to enhance the performance of time series contr…☆17Mar 8, 2024Updated last year
- ☆18Sep 4, 2023Updated 2 years ago
- ☆18Sep 7, 2024Updated last year
- InceptionTime: Finding AlexNet for Time Series Classification☆729Oct 16, 2023Updated 2 years ago
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆206Feb 11, 2024Updated 2 years ago
- Source codes of Learning Causal Representations for Robust Domain Adaptation (IEEE TKDE)☆12Feb 14, 2022Updated 4 years ago
- The code for the paper: TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning☆68Nov 3, 2024Updated last year
- A universal time series representation learning framework☆814Jul 29, 2024Updated last year
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆148Mar 14, 2025Updated 11 months ago
- Contrastive Learning for Domain Adaptation of Time Series☆96Apr 11, 2024Updated last year
- Official source code for Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models☆12Dec 5, 2024Updated last year
- Augmenting Time Series Datasets with Weighted Elastic Barycenter Averaging☆10Jun 2, 2025Updated 8 months ago
- The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"☆98May 13, 2024Updated last year
- Time Series Contrastive Learning with Information-Aware Augmentations (Code)☆24Mar 21, 2023Updated 2 years ago
- ☆145Jul 14, 2025Updated 7 months ago
- Hand-Crafted Convolutional Filters 4 Time Series☆16May 27, 2025Updated 8 months ago
- Perceptual Position-aware Shapelet Network, accepted by ECML PKDD 2022☆13Jun 27, 2022Updated 3 years ago
- ☆11Mar 31, 2024Updated last year
- [Applied Intelligence] Principal Graph Embedding Convolutional Recurrent Network for Traffic Flow Prediction☆13May 7, 2022Updated 3 years ago
- RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift☆405Sep 13, 2024Updated last year
- Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)☆55Mar 16, 2024Updated last year
- Multiple pooling operators and transformations for fast and effective time series classification☆115Mar 15, 2023Updated 2 years ago
- Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer☆14Mar 6, 2024Updated last year
- The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].☆14Mar 24, 2025Updated 10 months ago
- ☆88May 3, 2024Updated last year