conditional-neural-process

There are 1 repository under conditional-neural-process topic.

Neural-Process-Family
YannDubs / Neural-Process-Family
Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.
neural-processes conditional-neural-process machine-learning deep-learning meta-learning stochastic-processes pytorch uncertainty-estimation
Language:Jupyter Notebook 189
cambridge-mlg / convcnp
Implementation of the Convolutional Conditional Neural Process
machine-learning conditional-neural-process
Language:Jupyter Notebook 118
peymanbateni / simple-cnaps
Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)
few-shot-learning few-shot-recognition few-shot-classifcation meta-learning meta-dataset mini-imagenet tiered-imagenet conditional-neural-process deep-learning metric-learning
Language:Python 110
plai-group / simple-cnaps
Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)
deep-learning metric-learning meta-learning few-shot-learning few-shot-recognition mini-imagenet tiered-imagenet meta-dataset conditional-neural-process few-shot-classifcation
Language:Python 50
swapnil-ahlawat / Continuous_Meta-Learning_Without_Tasks
Implementation of a generic wrapping algorithm that can enable any meta-learning algorithm to perform well on unsegmented time-series data.
meta-learning moca conditional-neural-process online-learning lstm
Language:Jupyter Notebook 1
peiman-m / ACQNP
Adaptive Conditional Quantile Neural Processes - PyTorch
bayesian-deep-learning conditional-neural-process machine-learning neural-processes quantile-regression stochastic-processes
Language:Jupyter Notebook 0

conditional-neural-process

YannDubs / Neural-Process-Family

cambridge-mlg / convcnp

peymanbateni / simple-cnaps

plai-group / simple-cnaps

swapnil-ahlawat / Continuous_Meta-Learning_Without_Tasks

peiman-m / ACQNP