contrastive-predictive-coding

There are 1 repository under contrastive-predictive-coding topic.

MishaLaskin / curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
deep-learning contrastive-loss contrastive-learning contrastive-predictive-coding deep-reinforcement-learning deep-rl reinforcement-learning reinforcement-learning-algorithms curl sac gpu off-policy model-free-rl deep-neural-networks deeplearning deep-q-network deep-q-learning deep-learning-algorithms deeplearning-ai reinforcement-agents
Language:Python 572
bshall / VectorQuantizedCPC
Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion
acoustic-features contrastive-predictive-coding pytorch speech-synthesis voice-conversion vq-vae zerospeech
Language:Python 142
Spijkervet / contrastive-predictive-coding
PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)
contrastive-predictive-coding cpc
Language:Python 82
flrngel / cpc-tensorflow
Tensorflow implementation of "Representation Learning with Contrastive Predictive Coding"
contrastive-predictive-coding cpc cpc-tensorflow nce
Language:Python 64
ZhengxiangShi / SelfContrastiveLearningRecSys
[ECIR 2024] Official repository for the paper titled "Self Contrastive Learning for Session-based Recommendation"
cold-start contrastive-learning contrastive-predictive-coding recommendation recommendation-system recommender-system representation-learning session-based-recommendation session-based-recommendation-system
Language:Python 22
VinAIResearch / PC3-pytorch
Predictive Coding for Locally-Linear Control (ICML-2020)
optimal-control mutual-information contrastive-predictive-coding representation-learning
Language:Python 17
VinAIResearch / TPC-tensorflow
Temporal Predictive Coding For Model-Based Planning In Latent Space (ICML-2021)
representation-learning reinforcement-learning mutual-information contrastive-learning contrastive-predictive-coding deep-reinforcement-learning
Language:Python 13
fancyfontflipping
Myndex / fancyfontflipping
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.
color contrast contrastive-predictive-coding text readability
Language:HTML 8
talipucar / CPC
Pytorch implementation of the paper, "Representation Learning with Contrastive Predictive Coding", or CPC, https://arxiv.org/pdf/1807.03748.pdf
self-supervised-learning self-supervised contrastive-learning contrastive-predictive-coding pytorch
Language:Python 8
amrhssn / teneNCE
Temporal Network Noise Contrastive Estimation (teneNCE) for Dynamic Link Prediction
contrastive-learning dynamic-graph dynamic-link-prediction graph-neural-network representation-learning self-supervised-learning temporal-network contrastive-predictive-coding infonce gnn complex-network discrete-time-dynamic-graph graph-representation-learning network-science noise-contrastive-estimation recurrent-neural-network snapshot-sequence link-prediction
Language:Python 7
bshall / cpc
CPC-big and k-means clustering for zero-resource speech processing
contrastive-predictive-coding self-supervised-learning speech
Language:Python 7
PhySci / ContrastivePredictiveCoding
Representation Learning with Contrastive Predictive Learning
cpc contrastive-predictive-coding
Language:Python 5
ajzliu / SP-CPC
Code, logs, and final models for SIGSPATIAL SpatialEpi '22: Spatiotemporal Disease Case Prediction using Contrastive Predictive Coding.
contrastive-predictive-coding covid-19 forecasting metropolis-hastings mobility-data prediction time-series spatiotemporal spatiotemporal-forecasting
Language:Python 4
UoD-CVIP / Multi_Directional_CPC_Histology
Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding
contrastive-predictive-coding deep-learning machine-learning pathology pytorch research unsupervised-learning
Language:Python 3
bornabr / CAPC
Context Aware Predictive Coding (CAPC)
barlow-twins channel-state-information contrastive-learning contrastive-predictive-coding machine-learning self-supervised-learning time-series wifi-sensing
Language:Python 2
tiagoCuervo / JTM
Contrastive Predictive Coding applied to raw audio music data.
self-supervised-learning contrastive-predictive-coding contrastive-loss music-information-retrieval deep-learning unsupervised-learning
Language:Jupyter Notebook 1
ChesterHuynh / Wavenet-CPC-Music-Translation
Integrating Contrastive Predictive Coding into Facebook AI's Universal Music Translation Network for music translation.
wavenet-autoencoder music-translation contrastive-predictive-coding
Language:Jupyter Notebook 0
Kreik2809 / Contrastive_Predictive_Coding
Pytorch implementation of the NLP experiment described in the original contrastive predictive coding paper (2018)
contrastive-predictive-coding deep-learning machine-learning nlp pytorch representation-learning
Language:Python 0