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The Top 16 Deep Learning Few Shot Open Source Projects

Open source projects categorized as Deep Learning Few Shot
Categories > Machine Learning > Deep Learning
Categories > Few Shot
Transferlearning ⭐ 11,074
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 5 days ago
Deepke ⭐ 1,716
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
total releases 99most recent commit a day ago
Fsl Mate ⭐ 1,400
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3most recent commit 5 months agopypi paddlefsl} Downloads
Prototypical Networks ⭐ 524
Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
most recent commit 5 years ago
Zshot ⭐ 216
Zero and Few shot named entity & relationships recognition
total releases 8most recent commit 4 days ago
Prototypical Networks Tensorflow ⭐ 108
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
most recent commit 5 years ago
Reptile Pytorch ⭐ 107
A PyTorch implementation of OpenAI's REPTILE algorithm
most recent commit 3 years ago
Metadelta ⭐ 35
1st solution to AAAI 2021 and NeurIPS 2021 MetaDL competition from Team Meta_Learners. Serve as a strong baseline for cd metadl challenge.
most recent commit 9 months ago
Metaaudio A Few Shot Audio Classification Benchmark ⭐ 31
A new comprehensive and diverse few-shot acoustic classification benchmark.
most recent commit 6 months ago
Mt Net ⭐ 23
Code accompanying the ICML-2018 paper "Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace"
most recent commit 4 years ago
Modality Transferable Mer ⭐ 23
Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.
most recent commit 2 years ago
Lowshot Shapebias ⭐ 13
Learning low-shot object classification with explicit shape bias learned from point clouds
most recent commit a year ago
Aaf_framework ⭐ 10
Alignment Attention Fusion framework for Few-Shot Object Detection
most recent commit a year ago
Cvpr 2021 Point Cloud Analysis ⭐ 3
CVPR 2021 papers focusing on point cloud analysis
most recent commit 2 years ago
Mtm Meta Learning Sa ⭐ 3
Code of the paper "Multi-Task Meta-Learning Modification with Stochastic Approximation".
most recent commit 6 months ago
Prototypical Networks ⭐ 2
Code containing implementation of prototypical networks paper with a few tweaks
most recent commit 4 years ago
The 3 Latest Releases In Deep Learning Few Shot Open Source Projects
Zshot ⭐ 216
Zero and Few shot named entity & relationships recognition
total releases 8latest release January 04, 2023most recent commit 4 days ago
Fsl Mate ⭐ 1,400
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3latest release April 02, 2022most recent commit 5 months agopypi paddlefsl} Downloads
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