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19 search results found

Hands On Meta Learning With Python ⭐ 857

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

Awesome Automl And Lightweight Models ⭐ 647

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

[CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed..

Matchingnetworks ⭐ 209

This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset

Gnn Meta Attack ⭐ 106

Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".

Hands On One Shot Learning ⭐ 98

This repository is for coding exercises listed in Book Hands on One Shot Learning.

AReLU: Attention-based-Rectified-Linear-Unit

Hebbianmetalearning ⭐ 55

Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".

Ntm Meta Learning ⭐ 40

A chainer implementation of Memory Augmented Neural Network

Awesome Few Shot Meta Learning ⭐ 27

awesome few shot / meta learning papers

Few_shot_learning ⭐ 21

Awesome papers in few-shot learning/one-shot learning.

Source code for ECCV2020 "Fast Adaptation to Super-Resolution Networks via Meta-Learning"

Paper Survey ⭐ 15

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

Pso For Neural Nets ⭐ 9

Particle Swarm Optimizer For Neural Network Training

Implementation of paper "Transferring Robustness for Graph Neural Network Against Poisoning Attacks".

Mann Meta Learning ⭐ 6

A tensorflow implement of Memory-Augmented Neural Network

Iclr2018_web Crawler ⭐ 6

ICLR2018 paper web-crawler

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