Meta Learning

(paper) Few-shot Learning for Time Series Forecasting

1 minute read

[meta] (paper 15) Meta-Learning with Latent Embedding Optimization

4 minute read

2019

[meta] (paper 14) Siamese Neural Networks for One-shot Image Recognition

less than 1 minute read

2015

[meta] (paper 13) Learning to Compare ; Relation Network for Few-shot Learning

2 minute read

2018

[meta] (paper 12) Learning to Balance ; Bayesian Meta Learning for Imbalanced and Out-of-distribution Tasks

3 minute read

Learning to Balance ; Bayesian Meta Learning for Imbalanced and Out-of-distribution Tasks

[meta] (paper 11) Online Meta-Learning

3 minute read

Online Learning, Meta Learning

[meta] (paper 10) Meta Learning Probabilistic Inference For Prediction

3 minute read

Meta Learning Probabilistic Inference For Prediction

[meta] (paper 9) Meta-Weight-Net ; Learning an Explicit Mapping For Sampling Weighting

2 minute read

Meta-Weight-Net

[meta] (paper 8) Amortized Bayesian Meta-Learning

4 minute read

Amortized Bayesian Meta Learning

[meta] (code review) Matching Networks

4 minute read

Matching Networks, Pytorch

[cs330] (4강) Non-parametric Meta-Learners

3 minute read

CS330 Multi-task and Meta Learning 강의

[meta] (paper 7) Learning to Propagate Labels ; Transductive Propagation Network for Few shot Learning

5 minute read

TPN, Label Propagation

[cs330] (3강) Optimization-based Meta Learning

3 minute read

CS330 Multi-task and Meta Learning 강의

[meta] (paper 6) On First Order Meta Learning Algorithms

2 minute read

MAML, FOMAML, Reptile

[cs330] (2강) Multi-Task Learning, Transfer Learning Basics

6 minute read

CS330 Multi-task and Meta Learning 강의

[meta] (paper 5) Prototypical Networks for Few shot Learning

2 minute read

2017, Prototypical Networks

[meta] (paper 4) Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

2 minute read

2017, MAML

[meta] (paper 3) Towards a Neural Statistician

3 minute read

2016, VAE, Statistic Network

[meta] (paper 2) Matching Networks for One Shot Learning

2 minute read

2016, Matching Networks

[meta] (paper 1) Meta learning with Memory Augmented Neural Networks

2 minute read

2016, MANN

[meta] Neural Turing Machine (NMT)

1 minute read

2014

[meta] Meta Learning 소개

3 minute read

Meta Learning에 대한 소개글