Code for KDD 2025 paper "FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification"
☆34Jun 20, 2025Updated last year
Alternatives and similar repositories for FreRA
Users that are interested in FreRA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆29Jun 9, 2025Updated last year
- The code for MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning☆18May 13, 2025Updated last year
- Official implementation of [NeurIPS 2024] Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification☆15May 14, 2025Updated last year
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆25Jun 9, 2025Updated last year
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆33Mar 11, 2026Updated 6 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Multivariate Time Series Anomaly Detection by Capturing Coarse-Grained Intra- and Inter-Variate Dependencies☆17Feb 13, 2025Updated last year
- ☆19May 13, 2025Updated last year
- ☆36Feb 28, 2025Updated last year
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆45Apr 15, 2025Updated last year
- Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (I…☆27May 6, 2025Updated last year
- [AAAI Oral 2026] This is the official code of our Paper "Sonnet: Spectral Operator Neural Network for Multivariable Time Series Forecasti…☆58Mar 20, 2026Updated 6 months ago
- The code for TFPS☆73Nov 8, 2024Updated last year
- ☆40Jun 19, 2025Updated last year
- [ICLR 2025] Official Implementation of "TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting"☆27Mar 10, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆200Mar 19, 2025Updated last year
- [AAAI2024] Exploring Diverse Representations for Open Set Recognition☆35Jun 16, 2024Updated 2 years ago
- Our code for ICLR'24 paper "Energy-based Automated Model Evaluation".☆24Feb 13, 2025Updated last year
- The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"☆107May 13, 2024Updated 2 years ago
- ☆25Aug 21, 2025Updated last year
- Counterfactual explanations for multivariate time series classifiers.☆16Jun 21, 2026Updated 3 months ago
- [ICML2025] Official Implementation of TimePro☆78Jul 29, 2025Updated last year
- [ICML'2025] From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining☆31Mar 9, 2026Updated 6 months ago
- Multi-channel Convolutional Distilled Transformer for Automatic Modulation Classification☆31May 22, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2026] Official implementation for "Enhancing Multivariate Time Series Forecasting with Global Temporal Retrieval"☆26Apr 5, 2026Updated 5 months ago
- The PyTorch implementation of our paper 'Triple Spectral Fusion For Sensor-based Human Activity Recognition'☆18Jun 23, 2026Updated 2 months ago
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆16Mar 5, 2025Updated last year
- TSCMamba: Mamba meets multi-view learning for time series classification☆25Apr 16, 2025Updated last year
- [IEEE TETCI 2025] Official repository of the PETformer paper: "PETformer: Long-term Time Series Forecasting via Placeholder-enhanced Tran…☆14Dec 6, 2024Updated last year
- This repository is a PyTorch implementation for NIPS 2024 Paper "Reinforced Cross-Domain Knowledge Distillation on Time Series Data".☆16Sep 26, 2024Updated last year
- [ICLR 2025] XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification☆15Mar 1, 2026Updated 6 months ago
- An Open-Source Simulation Framework for WiFi-CSI-Based Multi-Robot Localization Systems. Code and setup files☆13Sep 9, 2024Updated 2 years ago
- Adaptive Sparse Attention and Robust Learning for Multimodal Dynamic Time Series☆19Mar 23, 2026Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆19Sep 4, 2023Updated 3 years ago
- Shapelet-Driven Post Hoc Explanations for Time Series Classification Models☆37Oct 21, 2025Updated 11 months ago
- [NeurIPS 2025 Spotlight] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective☆65Jan 6, 2026Updated 8 months ago
- time series data, pre-training, 1d signal, fusion☆17Mar 6, 2026Updated 6 months ago
- WiSR: Wireless Domain Generalization Based on Style Randomization☆13Nov 17, 2023Updated 2 years ago
- ☆20Feb 13, 2026Updated 7 months ago
- ☆24Nov 29, 2024Updated last year