Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
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Nov 26, 2018
one-shot-learning - 技术专题
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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 18, 2026 - 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
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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Jul 20, 2025 - Python
Implementation of Siamese Neural Networks for One-shot Image Recognition
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Mar 8, 2019 - 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
Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch
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Oct 3, 2023 - 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
OneShot Learning-based hotword detection.
python iot machine-learning tensorflow cnn artificial-intelligence convolutional-neural-networks one-shot-learning hotword-detection siamese-network siamese-neural-network hotword-detector wakeword hotword
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Feb 11, 2026 - Jupyter Notebook
Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot
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Jun 18, 2026 - HTML
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
Some State-of-the-Art few shot learning algorithms in tensorflow 2
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Oct 17, 2023 - 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 Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
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Mar 19, 2020 - Python
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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Jun 23, 2024 - 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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Apr 30, 2024 - 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