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 last month
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
Sorting:
- Time Series Contrastive Learning with Information-Aware Augmentations (Code)☆24Mar 21, 2023Updated 2 years ago
- ☆11Sep 20, 2025Updated 5 months ago
- AutoTCL and Parametric Augmentation for Time Series Contrastive Learning(ICLR2024)☆23Mar 24, 2024Updated last year
- About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…☆155May 6, 2024Updated last year
- [ICML2022] "Identity-Disentangled Adversarial Augmentation for Self-Supervised Learning"☆10Jul 24, 2022Updated 3 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆30Sep 23, 2021Updated 4 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆34Apr 17, 2024Updated last year
- Variational Adversarial Deep Domain Adaptation implementation (TensorFlow 1.x)☆12Jan 14, 2019Updated 7 years ago
- Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer☆14Mar 6, 2024Updated last year
- Implementation of QKVAE☆11Feb 24, 2023Updated 3 years ago
- A PyTorch implementation of InfoVAE: Balancing Learning and Inference in Variational Autoencoders by Zhao et al.☆10Aug 13, 2019Updated 6 years ago
- A novel contrastive split-latent permutation autoencoder (CSLP-AE) framework☆15Nov 20, 2024Updated last year
- A Moroccan Buildings’ Electricity Consumption Dataset. MORED is made available by TICLab of the International University of Rabat (UIR),…☆16Dec 18, 2025Updated 2 months ago
- Official implementation of SWL-Adapt.☆14Apr 4, 2023Updated 2 years ago
- code for our paper localized adversarial domain generalization☆15Jun 18, 2022Updated 3 years ago
- [ECCV 2024] Official Implementation of "Disentangling Masked Autoencoders for Unsupervised Domain Generalization"☆15Jul 31, 2024Updated last year
- Learning Representations that Support Robust Transfer of Predictors☆20Nov 7, 2021Updated 4 years ago
- Official Implementation of Time Series Generation with Masked Autoencoder (ExtraMAE)☆39May 24, 2022Updated 3 years ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆42Sep 22, 2021Updated 4 years ago
- Official implementation for "Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition" (AAAI 2022 Oral).☆17Mar 11, 2025Updated 11 months ago
- ☆18Sep 4, 2023Updated 2 years 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
- Code for mixup contrastive learning☆21Mar 19, 2021Updated 4 years ago
- ☆22Feb 15, 2023Updated 3 years ago
- 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
- Contrastive Learning for Domain Adaptation of Time Series☆96Apr 11, 2024Updated last year
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆169May 22, 2024Updated last year
- Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.☆27Apr 7, 2024Updated last year
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆31Jul 25, 2022Updated 3 years ago
- ☆66Jan 2, 2023Updated 3 years ago
- [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"☆485Mar 31, 2024Updated last year
- The implementation of Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption in PyTorch.☆27Mar 4, 2025Updated 11 months ago
- Self-supervised contrastive learning for time series via time-frequency consistency☆517May 7, 2024Updated last year
- Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)☆128Feb 11, 2023Updated 3 years ago
- Discriminative Prototypes learned by Dynamic Time Warping (DTW) for Time Series Classification (TSC)☆33Mar 19, 2021Updated 4 years ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Sep 11, 2022Updated 3 years ago
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆42Jan 13, 2025Updated last year
- ☆39Dec 19, 2023Updated 2 years ago
- This is an official pytorch implementation for paper "Diffusion Language-Shapelets for Semi-supervised Time-Series Classification" (AAAI-…☆38Jun 2, 2024Updated last year