talipucar / CPCLinks
Pytorch implementation of the paper, "Representation Learning with Contrastive Predictive Coding", or CPC, https://arxiv.org/pdf/1807.03748.pdf
☆10Updated 4 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)☆90Updated 4 years ago
- ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification☆73Updated last year
- Contrastive Predictive Coding for Automatic Speaker Verification☆506Updated 6 years ago
- GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"☆60Updated 2 years ago
- Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information☆353Updated last year
- Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution …☆77Updated 3 years ago
- Code for the paper "Rethinking Importance Weighting for Deep Learning under Distribution Shift".☆30Updated 4 years ago
- ☆23Updated 4 years ago
- This is an Uncertainty Study Arxiv☆12Updated 11 months ago
- Contrastive Learning for Time Series☆40Updated 2 years ago
- Code for AISTATS 2023 paper - Estimating Total Correlation with Mutual Information Estimators☆17Updated 2 years ago
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆43Updated last year
- ☆11Updated 5 years ago
- ☆66Updated 3 years ago
- Code release for ICLR 2021 paper "Generalised Multimodal ELBO"☆41Updated 3 years ago
- Python implementation of "Unsupervised Domain Adaptive Graph Convolutional Networks", WWW-20.☆58Updated 4 years ago
- ☆125Updated 3 years ago
- Implementation of dynamic temporal pooling (DTP) for time series classification☆38Updated 3 years ago
- Instance-Dependent Partial Label Learning(NIPS'21);Variational Label Enhancement for Instance-Dependent Partial Label Learning(TPAMI)☆27Updated 8 months ago
- MPVAE: Multivariate Probit Variational AutoEncoder for Multi-Label Classification☆32Updated last year
- The reproduce of M2 model in "Semi-supervised Learning with Deep Generative Models" based on pytorch☆18Updated 6 years ago
- Repository for research works and resources related to model reprogramming <https://arxiv.org/abs/2202.10629>☆64Updated 4 months ago
- Code for “ACE-HGNN: Adaptive Curvature ExplorationHyperbolic Graph Neural Network”☆17Updated 3 years ago
- Mutual Information Neural Entropic Estimation☆26Updated 2 years ago
- Code for mixup contrastive learning☆21Updated 4 years ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Updated 3 years ago
- Time Series Contrastive Learning with Information-Aware Augmentations (Code)☆24Updated 2 years ago
- Implementation for ICLR 2023 paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743…☆41Updated 3 years ago
- Contrastive Graph Structure Learning via Information Bottleneck for Recommendation☆29Updated 3 years ago
- A Python Package for Deep Imbalanced Learning☆57Updated 6 months ago