Context Aware Predictive Coding (CAPC)

Code, logs, and final models for SIGSPATIAL SpatialEpi '22: Spatiotemporal Disease Case Prediction using Contrastive Predictive Coding.

Temporal Network Noise Contrastive Estimation (teneNCE) for Dynamic Link Prediction

Temporal Predictive Coding For Model-Based Planning In Latent Space (ICML-2021)

Predictive Coding for Locally-Linear Control (ICML-2020)

[ECIR 2024] Official repository for the paper titled "Self Contrastive Learning for Session-based Recommendation"

Fancy Font Flipping is a demo I first put up in CodePen to illustrate the issues with flipping the text color from black to white based on a given estimated background luminance.

Pytorch implementation of the NLP experiment described in the original contrastive predictive coding paper (2018)

Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding

PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)

CPC-big and k-means clustering for zero-resource speech processing

Pytorch implementation of the paper, "Representation Learning with Contrastive Predictive Coding", or CPC, https://arxiv.org/pdf/1807.03748.pdf

Contrastive Predictive Coding applied to raw audio music data.

Integrating Contrastive Predictive Coding into Facebook AI's Universal Music Translation Network for music translation.

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion

Representation Learning with Contrastive Predictive Learning

Tensorflow implementation of "Representation Learning with Contrastive Predictive Coding"