semi-supervised-learning

There are 53 repositories under semi-supervised-learning topic.

thuml / Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
domain-adaptation transfer-learning finetune unsupervised-domain-adaptation image-translation adversarial-learning deep-learning self-training semi-supervised-learning dann out-of-distribution-generalization
Language:Python 3178
google-research / uda
Unsupervised Data Augmentation (UDA)
semi-supervised-learning nlp cv tensorflow computer-vision natural-language-processing
Language:Python 2168
SeldonIO / alibi-detect
Algorithms for outlier, adversarial and drift detection
anomaly outlier concept-drift detection unsupervised-learning semi-supervised-learning adversarial data-drift drift-detection time-series images tabular-data text
Language:Python 2095
HiLab-git / SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
semi-supervised-learning
Language:Python 2012
chaoyanghe / Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
adversarial-attack-and-defense communication-efficiency computation-efficiency computer-vision continual-learning decentralized-federated-learning distributed-optimization federated-learning hierarchical-federated-learning incentive-mechanism interpretability machine-learning neural-architecture-search non-iid privacy semi-supervised-learning straggler-problem transfer-learning vertical-federated-learning wireless-communication
1878
yassouali / awesome-semi-supervised-learning
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
deep-learning semi-supervised-learning machine-learning computer-vision natural-language-processing graph-neural-networks generative-model
1715
CuriousAI / mean-teacher
A state-of-the-art semi-supervised method for image recognition
deep-learning nips-2017 pytorch semi-supervised-learning tensorflow
Language:Python 1550
TorchSSL
TorchSSL / TorchSSL
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
codebase computer-vision deep-learning machine-learning pytorch self-supervised-learning semi-supervised-learning toolkit
Language:Python 1268
microsoft / Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
audio-classification classification computer-vision deep-learning low-resource machine-learning natural-language-processing pytorch semi-supervised-learning semisupervised-learning transformer
Language:Python 1207
openvinotoolkit / training_extensions
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
openvino computer-vision deep-learning pytorch neural-networks-compression quantization hyper-parameter-optimization image-classification image-segmentation object-detection self-supervised-learning semi-supervised-learning transfer-learning action-recognition anomaly-detection datumaro automl machine-learning incremental-learning
Language:Python 1121
KaiyangZhou / Dassl.pytorch
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
pytorch benchmark-datasets semi-supervised-learning domain-adaptation domain-generalization deep-learning machine-learning computer-vision artificial-intelligence deep-neural-networks
Language:Python 1092
AngeLouCN / Min_Max_Similarity
A contrastive learning based semi-supervised segmentation network for medical image segmentation
contrastive-learning semi-supervised-learning medical-image-segmentation surgical-tools-segmentation medical-video-analysis video-segmentation
Language:Python 1000
GANs-in-Action / gans-in-action
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
gan gans generative-adversarial-network artificial-intelligence ai deep-learning deep-neural-networks artificial-intelligence-algorithms semi-supervised-learning dcgan conditional-gan cycle-gan
Language:Jupyter Notebook 999
microsoft / SoftTeacher
Semi-Supervised Learning, Object Detection, ICCV2021
semi-supervised-learning object-detection iccv2021
Language:Python 885
samet-akcay / ganomaly
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
anomaly-detection gan pytorch semi-supervised-learning
Language:Python 834
Minqi824 / ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
anomaly-detection benchmark data-mining deep-learning machine-learning outlier-detection semi-supervised-learning supervised-learning unsupervised-learning data-sicence ensemble-learning neural-networks python
Language:Python 781
YyzHarry / imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
class-imbalance imbalanced-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition neurips neurips-2020 self-supervised-learning semi-supervised-learning unlabeled-data
Language:Python 732
kekmodel / FixMatch-pytorch
Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
deeplearning fixmatch pytorch randaugment semi-supervised-learning
Language:Python 730
wohlert / semi-supervised-pytorch
Implementations of various VAE-based semi-supervised and generative models in PyTorch
semi-supervised-learning pytorch generative-models
Language:Python 699
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 dataset deep-learning language-modeling protein-sequences protein-structure pytorch semi-supervised-learning
Language:Python 631
YU1ut / MixMatch-pytorch
Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
deep-learning pytorch semi-supervised-learning
Language:Python 623
Westlake-AI / openmixup
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
pytorch awesome-list awesome-mim awesome-mixup contrastive-learning data-augmentation image-classifcation imagenet masked-image-modeling mixup self-supervised-learning semi-supervised-learning vision-transformer deep-learning benchmark automix data-generation machine-learning
Language:Python 575
Bartzi / see
Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"
scene-text-recognition chainer cnn deep-learning semi-supervised-learning computer-vision
Language:Python 569
EdisonLeeeee / Graph-Adversarial-Learning
A curated collection of adversarial attack and defense on graph data.
adversarial-attack awesome defense graph-adversarial-learning graph-data machine-learning resources semi-supervised-learning survey
Language:Python 527
clvrai / SSGAN-Tensorflow
A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).
ssgan semi-supervised-learning gan generative-adversarial-network
Language:Python 513
hfslyc / AdvSemiSeg
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
pytorch adversarial-learning deep-learning semantic-segmentation semi-supervised-learning computer-vision
Language:Python 499
Bartzi / stn-ocr
Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition
convolutional-neural-networks deep-learning end-to-end mxnet semi-supervised-learning text-recognition
Language:Python 497
charlesCXK / TorchSemiSeg
[CVPR 2021] CPS: Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
semantic-segmentation semi-supervised-learning cvpr2021 semi-supervised-segmentation
Language:Python 479
iBelieveCJM / Tricks-of-Semi-supervisedDeepLeanring-Pytorch
PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch
semi-supervised-learning ict mixmatch meanteacher pi tempens pytorch pseudo-label ssl vat fixmatch
Language:Python 439
Haochen-Wang409 / U2PL
[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
mechine-learning computer-vision semantic-segmentation semi-supervised-learning contrastive-learning cvpr2022 pytorch cityscapes pascal-voc deep-learning
Language:Python 413
LiheYoung / UniMatch
[CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
fixmatch semi-supervised-learning semi-supervised-segmentation
Language:Python 413
yassouali / CCT
:page_facing_up: Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).
computer-vision semantic-segmentation semi-supervised-learning
Language:Python 390
mailong25 / self-supervised-speech-recognition
speech to text with self-supervised learning based on wav2vec 2.0 framework
self-supervised-learning semi-supervised-learning speech-recognition speech-to-text unsupervised-learning vietnamese-speech-recognition wav2vec
Language:Python 375
arnab39 / FewShot_GAN-Unet3D
Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
few-shot-learning brain-mri semi-supervised-learning unet-3d unet-tensorflow gans semi-supervised-gan multi-modal-imaging medical-image-analysis iseg-challenge weightnorm-3d 3d-gan image-segmentation tensorflow convolutional-neural-networks
Language:Python 368
alphacep / vosk
VOSK Speech Recognition Toolkit
speech-recognition voice-recognition speech-to-text python lifelong-learning semi-supervised-learning multilingual
Language:C 361
lukasruff / Deep-SAD-PyTorch
A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
anomaly-detection deep-anomaly-detection deep-learning machine-learning one-class-learning python python3 pytorch semi-supervised-learning
Language:Python 329

semi-supervised-learning

thuml / Transfer-Learning-Library

google-research / uda

SeldonIO / alibi-detect

HiLab-git / SSL4MIS

chaoyanghe / Awesome-Federated-Learning

yassouali / awesome-semi-supervised-learning

CuriousAI / mean-teacher

TorchSSL / TorchSSL

microsoft / Semi-supervised-learning

openvinotoolkit / training_extensions

KaiyangZhou / Dassl.pytorch

AngeLouCN / Min_Max_Similarity

GANs-in-Action / gans-in-action

microsoft / SoftTeacher

samet-akcay / ganomaly

Minqi824 / ADBench

YyzHarry / imbalanced-semi-self

kekmodel / FixMatch-pytorch

wohlert / semi-supervised-pytorch

songlab-cal / tape

YU1ut / MixMatch-pytorch

Westlake-AI / openmixup

Bartzi / see

EdisonLeeeee / Graph-Adversarial-Learning

clvrai / SSGAN-Tensorflow

hfslyc / AdvSemiSeg

Bartzi / stn-ocr

charlesCXK / TorchSemiSeg

iBelieveCJM / Tricks-of-Semi-supervisedDeepLeanring-Pytorch

Haochen-Wang409 / U2PL

LiheYoung / UniMatch

yassouali / CCT

mailong25 / self-supervised-speech-recognition

arnab39 / FewShot_GAN-Unet3D

alphacep / vosk

lukasruff / Deep-SAD-PyTorch