The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning.
☆37Jan 16, 2026Updated 4 months ago
Alternatives and similar repositories for Finding_Order_in_Chaos
Users that are interested in Finding_Order_in_Chaos are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"☆14Feb 21, 2025Updated last year
- Time Series Contrastive Learning with Information-Aware Augmentations (Code)☆23Mar 21, 2023Updated 3 years ago
- [ICML2022] "Identity-Disentangled Adversarial Augmentation for Self-Supervised Learning"☆10Jul 24, 2022Updated 3 years ago
- About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…☆156May 6, 2024Updated 2 years ago
- Implementation of QKVAE☆11Feb 24, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- AutoTCL and Parametric Augmentation for Time Series Contrastive Learning(ICLR2024)☆22Mar 24, 2024Updated 2 years ago
- Learning Representations that Support Robust Transfer of Predictors☆20Nov 7, 2021Updated 4 years ago
- A PyTorch implementation of InfoVAE: Balancing Learning and Inference in Variational Autoencoders by Zhao et al.☆10Aug 13, 2019Updated 6 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆30Sep 23, 2021Updated 4 years ago
- A novel contrastive split-latent permutation autoencoder (CSLP-AE) framework☆15Nov 20, 2024Updated last year
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆35Apr 17, 2024Updated 2 years ago
- Pose-disentangled Contrastive Learning☆14Jan 27, 2024Updated 2 years ago
- A Moroccan Buildings’ Electricity Consumption Dataset. MORED is made available by TICLab of the International University of Rabat (UIR),…☆16Dec 18, 2025Updated 5 months ago
- Semi-Supervised End-to-End Contrastive Learning for Time Series Classification☆29Jun 1, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official implementation for "Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition" (AAAI 2022 Oral).☆17Mar 11, 2025Updated last year
- Official Implementation of Time Series Generation with Masked Autoencoder (ExtraMAE)☆39May 24, 2022Updated 3 years ago
- [ECCV 2024] Official Implementation of "Disentangling Masked Autoencoders for Unsupervised Domain Generalization"☆14Jul 31, 2024Updated last year
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆44Jul 16, 2024Updated last year
- DBPM is a simple algorithm designed as a lightweight plug-in without learnable parameters to enhance the performance of time series contr…☆16Mar 8, 2024Updated 2 years ago
- Variational Adversarial Deep Domain Adaptation implementation (TensorFlow 1.x)☆12Jan 14, 2019Updated 7 years ago
- The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"☆101May 13, 2024Updated 2 years ago
- SimAD, deep learning, anomaly detection, outlier detection, time series, TNNLS, 2025. "SimAD: A Simple Dissimilarity-based Approach for T…☆32Jan 19, 2026Updated 4 months ago
- ☆22Feb 15, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Nov 24, 2023Updated 2 years ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆43Sep 22, 2021Updated 4 years ago
- ☆18Sep 4, 2023Updated 2 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆95Apr 11, 2024Updated 2 years ago
- 交通数据是典型的多周期时间序列，我通过MSARIMA模型和DS Holt-Winters指数平滑模型对数据的周期性信息进行拟合和提取，实现车流速度的预测。☆11May 14, 2021Updated 5 years ago
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆29Mar 4, 2025Updated last year
- [AAAI 2023(Oral)] Self-supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences☆26May 14, 2024Updated 2 years ago
- Official implementation of SWL-Adapt.☆14Apr 4, 2023Updated 3 years ago
- Implementation codes for NeurIPS23 paper "Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts"☆14Mar 19, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆172May 22, 2024Updated 2 years ago
- The current notebook implements a simple disaggregator for deep-nilmtk models compatible with NILMtk.☆11Jan 14, 2023Updated 3 years ago
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆109Jun 27, 2025Updated 10 months ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆33Jul 25, 2022Updated 3 years ago
- Code for mixup contrastive learning☆23Mar 19, 2021Updated 5 years ago
- ICPR2022: Dynamic Data Augmentation with Gating Networks for Time Series Recognition☆11Jul 28, 2022Updated 3 years ago
- [AAAI 2026] Official implementation of "TimeMosaic: Information-Density Guided Time Series Forecasting via Adaptive Granularity Patch and…☆75Mar 24, 2026Updated last month