talipucar / CPCLinks
Pytorch implementation of the paper, "Representation Learning with Contrastive Predictive Coding", or CPC, https://arxiv.org/pdf/1807.03748.pdf
☆10Updated 3 years ago
Alternatives and similar repositories for CPC
Users that are interested in CPC are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)☆85Updated 3 years ago
- Code for the paper "Rethinking Importance Weighting for Deep Learning under Distribution Shift".☆30Updated 4 years ago
- This is an Uncertainty Study Arxiv☆11Updated 4 months ago
- ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification☆73Updated last year
- Contrastive Learning for Time Series☆40Updated 2 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆41Updated last year
- Contrastive Predictive Coding for Automatic Speaker Verification☆496Updated 5 years ago
- GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"☆58Updated 2 years ago
- Benchmarks for Out-of-Distribution Generalization in Time Series Tasks☆69Updated 2 years ago
- ☆22Updated 3 years ago
- Time series explainability via self-supervised model behavior consistency☆48Updated last year
- ☆28Updated 3 years ago
- This is the official code release for OPERA: OPEn Respiratory Acoustic foundation models☆59Updated 4 months ago
- Implementation for ICLR 2023 paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743…☆39Updated 2 years ago
- Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information☆338Updated last year
- ☆63Updated 2 years ago
- ☆122Updated 2 years ago
- Code for the ICLR'23 paper "Temporal Dependencies in Feature Importance for Time Series Prediction"☆27Updated 2 years ago
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆19Updated last year
- Contrastive Learning (SimCLR) for Human Activity Recognition☆78Updated 4 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆89Updated last year
- Mutual Information Neural Entropic Estimation☆27Updated 2 years ago
- Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution …☆74Updated 3 years ago
- Code for AISTATS 2023 paper - Estimating Total Correlation with Mutual Information Estimators☆16Updated last year
- Repository for research works and resources related to model reprogramming <https://arxiv.org/abs/2202.10629>☆61Updated last year
- ☆91Updated 3 years ago
- A curated list of papers and resources about the distribution shift in machine learning.☆121Updated last year
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆67Updated 2 years ago
- Probabilistic time series modeling in Python☆25Updated 3 years ago
- ☆76Updated last year