Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
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Updated
Nov 26, 2018
#
one-shot-learning
Here are 116 public repositories matching this topic...
FSL-Mate: A collection of resources for few-shot learning (FSL).
deep-learning
paper
papers
one-shot-learning
paddlepaddle
meta-learning
few-shot
few-shot-learning
low-shot
few-shot-paper
few-shot-papers
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Apr 2, 2022 - Python
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
one-shot-learning
zero-shot-learning
metalearning
few-shot-learning
deep-meta-learning
meta-reinforcement
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Nov 24, 2020
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
reinforcement-learning
tensorflow
keras
one-shot-learning
reptile
maml
mann
zero-shot-learning
ntm
shot-learning
siamese-network
relation-network
metalearning
few-shot-learning
prototypical-networks
meta-sgd
matching-networks
deep-meta-learning
meta-imitation-learning
prototypical-network
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Sep 19, 2021 - Jupyter Notebook
Implementation of Siamese Neural Networks for One-shot Image Recognition
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Mar 8, 2019 - Python
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
deep-learning
tensorflow
transformers
cnn
transformer
lstm
gru
rnn
densenet
resnet
eeg-data
one-shot-learning
attention-mechanism
motor-imagery-classification
residual-learning
fully-convolutional-networks
gcn
eeg-classification
eeg-signals-processing
graph-convolutional-neural-networks
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Feb 17, 2022 - Python
Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch
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Mar 12, 2022 - Python
Tools for generating mini-ImageNet dataset and processing batches
dataset
imagenet
one-shot-learning
meta-learning
miniimagenet
few-shot
few-shot-learning
mini-imagenet
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Oct 30, 2020 - Python
Siamese Mask R-CNN model for one-shot instance segmentation
object-detection
one-shot-learning
instance-segmentation
few-shot-learning
one-shot-instance-segmentation
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May 19, 2020 - Jupyter Notebook
One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow
data-science
machine-learning
deep-learning
tensorflow
lstm
neural-turing-machines
neural-networks
one-shot-learning
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Jul 9, 2018 - Python
Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot
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Updated
Jun 4, 2021 - Python
TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
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Mar 19, 2020 - Python
Some State-of-the-Art few shot learning algorithms in tensorflow 2
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Apr 6, 2022 - Python
Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
kernel
deep-learning
paper
regression
uncertainty
bayesian-methods
classification
kernel-methods
one-shot-learning
uncertainty-quantification
gaussian-processes
kernels
meta-learning
shot-learning
deep-kernel-learning
few-shot-learning
gpytorch
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Jan 19, 2022 - Python
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
deep-learning
tensorflow
ipython-notebook
one-shot-learning
nips-2017
omniglot
miniimagenet
few-shot
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Feb 9, 2018 - Jupyter Notebook
Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset
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Mar 20, 2020 - Jupyter Notebook
Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks
face-recognition
face-detection
facenet
one-shot-learning
haar-cascade
siamese-network
facenet-model
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Updated
Feb 10, 2022 - Python
Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning
machine-learning
deep-neural-networks
deep-learning
supervised-learning
classification
one-shot-learning
knn-classifier
few-shot-learning
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Apr 6, 2022 - Jupyter Notebook
One-Shot Learning with Triplet CNNs in Pytorch
deep-learning
pytorch
mnist
convolutional-neural-networks
one-shot-learning
triplet-loss
siamese
meta-learning
siamese-network
pytorch-implmention
fashionmnist
pytorch-siamese
triplet-networks
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Oct 9, 2020 - Python
3
enhancement
New feature or request
good first issue
Good for newcomers
raspberrypi
issues with raspberry pi deployment
wake_word_generation
Deep Learning - one shot learning for speaker recognition using Filter Banks
audio
deep-learning
neural-network
speech
one-shot-learning
speaker-recognition
triplet-loss
deep-speaker
speaker-identification
voice-authentication
siamese-networks
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Updated
Mar 25, 2020 - Jupyter Notebook
A Deep One-Shot Network for Query-based Logo Retrieval [Pattern Recognition 2019, Elsevier]
tensorflow
deeplearning
image-segmentation
one-shot-learning
siamese-network
logo-detection
logo-retrieval
one-shot-segmentation
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May 2, 2021 - Python
Cluttered Omniglot dataset and models
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Updated
May 3, 2019 - Python
Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0
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Updated
Apr 9, 2019 - Python
Implementation of Siamese-Networks for One Shot Learning in TensorFlow 2.0
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Updated
Apr 19, 2019 - Python
awesome few shot / meta learning papers
deep-learning
encoder
pytorch
metric-learning
one-shot-learning
conference-paper
sota
meta-learning
few-shot-learning
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May 27, 2021
Identifying forged signatures using convolutional siamese networks implemented in Keras
convolutional-neural-networks
one-shot-learning
signature-verification
keras-tensorflow
siamese-network
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Jan 30, 2021 - Jupyter Notebook
Deep Reinforcement One-Shot Learning Framework for Artificially Intelligent Classification Systems
machine-learning
reinforcement-learning
machine-learning-algorithms
deep-reinforcement-learning
artificial-intelligence
classification
one-shot-learning
active-learning
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Updated
Apr 30, 2020 - Python
Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.
python
machine-learning
deep-neural-networks
deep-learning
tensorflow
keras
python3
face
face-recognition
machinelearning
deeplearning
inception
facenet
one-shot-learning
keras-neural-networks
keras-tensorflow
meta-learning
inceptionv2
inception-resnet-v2
facenet-model
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Apr 6, 2022 - Jupyter Notebook
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Hello😊
I left a comment on Reddit saying I would give it a go, and you said if I had a problem to log it here, so here I am, with a problem
I seem to get stuck with pip3 install librosa
I get this error
Failed building wheel for llvmlite
Running setup.py clean for llvmlite
Failed to build llvmlite
I can push on and get EfficientWord installed and working, if I say Alexa it says Yup I