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semi-supervised-learning

Here are 431 public repositories matching this topic...

cgnorthcutt / cleanlab

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The standard package for machine learning with noisy labels and finding mislabeled data. Works with most datasets and models.

machine-learning machine-learning-algorithms weak-supervision semi-supervised-learning unsupervised-learning data-cleaning clean-data learning-with-confident-examples noisy-data data-centric confident-learning latent-estimation robust-machine-learning learning-with-noisy-labels

Updated Jun 6, 2021
Python

google-research / uda

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Unsupervised Data Augmentation (UDA)

nlp natural-language-processing computer-vision tensorflow cv semi-supervised-learning

Updated Apr 22, 2020
Python

CuriousAI / mean-teacher

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A state-of-the-art semi-supervised method for image recognition

deep-learning tensorflow pytorch semi-supervised-learning nips-2017

Updated Oct 8, 2020
Python

chaoyanghe / Awesome-Federated-Learning

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Federated Learning Library: https://fedml.ai

machine-learning privacy computer-vision semi-supervised-learning transfer-learning wireless-communication distributed-optimization interpretability neural-architecture-search federated-learning continual-learning vertical-federated-learning non-iid decentralized-federated-learning hierarchical-federated-learning adversarial-attack-and-defense communication-efficiency straggler-problem computation-efficiency incentive-mechanism

Updated Jul 20, 2021

GANs-in-Action / gans-in-action

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Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

deep-neural-networks ai deep-learning artificial-intelligence generative-adversarial-network gan dcgan semi-supervised-learning gans artificial-intelligence-algorithms cycle-gan conditional-gan

Updated Sep 24, 2020
Jupyter Notebook

SeldonIO / alibi-detect

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Open

Simplify tensorflow model types

arnaudvl commented May 6, 2021

tf.keras.Sequential is an instance of tf.keras.Model so could be left out across types in alibi-detect.

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good first issue

Open

Factor out backend (eg PyTorch, TensorFlow) validation.

3

Open

Check type hints of base classes

Find more good first issues →

yassouali / awesome-semi-supervised-learning

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😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

machine-learning natural-language-processing computer-vision deep-learning generative-model semi-supervised-learning graph-neural-networks

Updated Jun 22, 2021

wohlert / semi-supervised-pytorch

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Implementations of various VAE-based semi-supervised and generative models in PyTorch

pytorch semi-supervised-learning generative-models

Updated Mar 2, 2020
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samet-akcay / ganomaly

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GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

pytorch gan semi-supervised-learning anomaly-detection

Updated Jun 2, 2021
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DataCanvasIO / HyperGBM

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A full pipeline AutoML tool for tabular data

tabular-data xgboost semi-supervised-learning gbm lightgbm ensemble-learning dask preprocessing automl distributed-training datacleaning catboost pseudo-labeling fullpipeline adversarial-validation automl-pipeline-selection

Updated Jul 16, 2021
Jupyter Notebook

Bartzi / see

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Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

computer-vision deep-learning chainer cnn semi-supervised-learning scene-text-recognition

Updated Apr 26, 2019
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clvrai / SSGAN-Tensorflow

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A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).

generative-adversarial-network gan semi-supervised-learning ssgan

Updated Mar 5, 2019
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HiLab-git / SSL4MIS

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Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

semi-supervised-learning

Updated Jul 22, 2021
Python

Bartzi / stn-ocr

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Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

deep-learning mxnet end-to-end text-recognition semi-supervised-learning convolutional-neural-networks

Updated Jan 2, 2018
Python

YyzHarry / imbalanced-semi-self

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[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

semi-supervised-learning class-imbalance imbalanced-data imbalanced-learning long-tail unlabeled-data self-supervised-learning neurips imbalanced-classification neurips-2020 long-tailed-recognition

Updated Apr 3, 2021
Python

YU1ut / MixMatch-pytorch

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Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

deep-learning pytorch semi-supervised-learning

Updated Apr 15, 2021
Python

hfslyc / AdvSemiSeg

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Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

computer-vision deep-learning pytorch semi-supervised-learning semantic-segmentation adversarial-learning

Updated Apr 21, 2021
Python

KaiyangZhou / Dassl.pytorch

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A PyTorch toolbox for domain adaptation and semi-supervised learning.

machine-learning deep-neural-networks computer-vision deep-learning pytorch artificial-intelligence semi-supervised-learning domain-adaptation benchmark-datasets domain-generalization

Updated Jul 24, 2021
Python

kekmodel / FixMatch-pytorch

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Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

pytorch semi-supervised-learning deeplearning randaugment fixmatch

Updated Jun 29, 2021
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songlab-cal / tape

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Open

Extend list of models by SeqVec

1

ptynecki commented May 16, 2020

Hey,

I would propose extend list of available models by SeqVec (ELMo-based implementation) which was presented in the Modeling aspects of the language of life through transfer-learning protein sequences paper.

SeqVec model trained on UniRef50 is available at: [SeqVec-model](

Read more

enhancement good first issue help wanted wontfix

arnab39 / FewShot_GAN-Unet3D

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Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

tensorflow semi-supervised-learning convolutional-neural-networks image-segmentation gans brain-mri 3d-gan semi-supervised-gan medical-image-analysis few-shot-learning unet-3d unet-tensorflow multi-modal-imaging iseg-challenge weightnorm-3d

Updated Oct 27, 2020
Python

iBelieveCJM / Tricks-of-Semi-supervisedDeepLeanring-Pytorch

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PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch

ssl pytorch pi vat semi-supervised-learning ict pseudo-label tempens meanteacher mixmatch fixmatch

Updated Apr 13, 2020
Python

GT-RIPL / L2C

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Learning to Cluster. A deep clustering strategy.

deep-neural-networks deep-learning clustering artificial-intelligence supervised-learning semi-supervised-learning artificial-neural-networks transfer-learning unsupervised-learning loss-functions similarity-metric

Updated Jan 8, 2020
Python

hoangcuong2011 / Good-Papers

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I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

machine-learning natural-language-processing computer-vision deep-learning neural-network semi-supervised-learning convolutional-networks neural-machine-translation representation-learning gaussian-processes variational-inference kernel-learning variational-autoencoders deep-kernel-learning

Updated Jun 5, 2019

Sleepychord / ImprovedGAN-pytorch

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Semi-supervised GAN in "Improved Techniques for Training GANs"

deep-learning generative-adversarial-network semi-supervised-learning

Updated Nov 27, 2019
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yassouali / CCT

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📄 Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

computer-vision semi-supervised-learning semantic-segmentation

Updated Jan 4, 2021
Python

gitgiter / Graph-Adversarial-Learning

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A curated collection of adversarial attack and defense on graph data.

machine-learning awesome resources survey semi-supervised-learning graph-data defense adversarial-attack graph-adversarial-learning

Updated Jul 12, 2021

conan7882 / adversarial-autoencoders

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Tensorflow implementation of Adversarial Autoencoders

tensorflow semi-supervised-learning autoencoder adversarial-networks adversarial-autoencoders

Updated Jan 10, 2019
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vuptran / graph-representation-learning

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Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)

deep-learning semi-supervised-learning autoencoders link-prediction graph-representation node-classification

Updated Jul 18, 2019
Python

zhenxuan00 / triple-gan

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See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN

generative-adversarial-network gan generative-model semi-supervised-learning

Updated Sep 3, 2020
Python

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