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semi-supervised-learning

Here are 846 public repositories matching this topic...

thuml / Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

deep-learning semi-supervised-learning self-training transfer-learning image-translation adversarial-learning domain-adaptation finetune unsupervised-domain-adaptation dann out-of-distribution-generalization

Updated May 10, 2024
Python

SeldonIO / alibi-detect

Algorithms for outlier, adversarial and drift detection

time-series text images detection tabular-data semi-supervised-learning anomaly unsupervised-learning adversarial concept-drift outlier drift-detection data-drift

Updated Oct 28, 2024
Jupyter Notebook

HiLab-git / SSL4MIS

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

semi-supervised-learning

Updated Jul 4, 2024
Python

google-research / uda

Unsupervised Data Augmentation (UDA)

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

Updated Aug 28, 2021
Python

chaoyanghe / Awesome-Federated-Learning

FedML - The Research and Production Integrated 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 Sep 3, 2022

yassouali / awesome-semi-supervised-learning

😎 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 May 24, 2024

CuriousAI / mean-teacher

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

microsoft / Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

machine-learning natural-language-processing computer-vision deep-learning pytorch transformer classification semi-supervised-learning audio-classification low-resource semisupervised-learning

Updated Sep 15, 2024
Python

TorchSSL

TorchSSL / TorchSSL

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

machine-learning computer-vision deep-learning toolkit pytorch semi-supervised-learning codebase self-supervised-learning

Updated Aug 28, 2023
Python

KaiyangZhou / Dassl.pytorch

A PyTorch toolbox for domain generalization, 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 Nov 3, 2023
Python

openvinotoolkit / training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

machine-learning computer-vision deep-learning pytorch semi-supervised-learning image-classification object-detection transfer-learning image-segmentation quantization action-recognition automl incremental-learning anomaly-detection hyper-parameter-optimization self-supervised-learning openvino neural-networks-compression datumaro

Updated Nov 14, 2024
Python

AngeLouCN / Min_Max_Similarity

A contrastive learning based semi-supervised segmentation network for medical image segmentation

semi-supervised-learning video-segmentation medical-image-segmentation contrastive-learning medical-video-analysis surgical-tools-segmentation

Updated Jun 23, 2023
Python

GANs-in-Action / gans-in-action

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 Oct 15, 2023
Jupyter Notebook

microsoft / SoftTeacher

Semi-Supervised Learning, Object Detection, ICCV2021

semi-supervised-learning object-detection iccv2021

Updated Jun 9, 2024
Python

Minqi824 / ADBench

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

python benchmark machine-learning data-mining deep-learning neural-networks supervised-learning semi-supervised-learning ensemble-learning outlier-detection unsupervised-learning anomaly-detection data-sicence

Updated Aug 2, 2023
Python

samet-akcay / ganomaly

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

pytorch gan semi-supervised-learning anomaly-detection

Updated Feb 7, 2023
Python

kekmodel / FixMatch-pytorch

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

pytorch semi-supervised-learning deeplearning randaugment fixmatch

Updated May 11, 2023
Python

YyzHarry / imbalanced-semi-self

[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

wohlert / semi-supervised-pytorch

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

pytorch semi-supervised-learning generative-models

Updated Mar 2, 2020
Python

songlab-cal / tape

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

benchmark deep-learning protein-structure language-modeling pytorch dataset semi-supervised-learning protein-sequences

Updated Dec 11, 2022
Python

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