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Search results for pytorch semi supervised learning

semi-supervised-learning x

86 search results found

Torchssl ⭐ 1,260

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

Training_extensions ⭐ 1,119

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

Semi Supervised Learning ⭐ 1,069

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

Mean Teacher ⭐ 1,021

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

Ganomaly ⭐ 767

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Dassl.pytorch ⭐ 681

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

Fixmatch Pytorch ⭐ 623

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

Mixmatch Pytorch ⭐ 594

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

Semi Supervised Pytorch ⭐ 554

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

Openmixup ⭐ 538

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

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

Advsemiseg ⭐ 307

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels

Deep Sad Pytorch ⭐ 268

A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊 HugNLP will released to @HugAILab

Learning to Cluster. A deep clustering strategy.

Dsmil Wsi ⭐ 224

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

Pro Gnn ⭐ 213

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)

Adversarial Semisupervised Semantic Segmentation ⭐ 151

Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge

Improvedgan Pytorch ⭐ 141

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

Deepergnn ⭐ 138

Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]

Lamda Ssl ⭐ 130

30 Semi-Supervised Learning Algorithms

Co Learning Learning From Noisy Labels With Self Supervision ⭐ 107

The official implementation of the ACM MM'2021 paper Co-learning: Learning from noisy labels with self-supervision.

Dst Cbc ⭐ 106

Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

Mixmatch Pytorch ⭐ 106

Pytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)

Cross Speaker Emotion Transfer ⭐ 104

PyTorch Implementation of ByteDance's Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-Speech

Tricks Of Semi Superviseddeepleanring Pytorch ⭐ 98

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

Etci 2021 Competition On Flood Detection ⭐ 86

Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training

Prg4ssl Mnar ⭐ 72

"Towards Semi-supervised Learning with Non-random Missing Labels" by Yue Duan (ICCV 2023)

Virtual Adversarial Training ⭐ 72

Pytorch implementation of Virtual Adversarial Training

Semimtr Text Recognition ⭐ 68

Multimodal Semi-Supervised Learning for Text Recognition (SemiMTR)

Mutexmatch4ssl ⭐ 60

"MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization" by Yue Duan (TNNLS)

Code for the paper: "SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification"

Temporal Ensembling ⭐ 54

PyTorch implementation of Temporal Ensembling for Semi-Supervised Learning

Acgan Pytorch ⭐ 53

Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs

Ssdg Benchmark ⭐ 46

Benchmarks for semi-supervised domain generalization.

Noisy Student Training Asr ⭐ 44

Pytorch implementation of Noisy Student Training for Automatic Speech Recognition and Automatic Pronunciation Error Detection problem

Ssl Suite ⭐ 43

SSL using PyTorch

codes for Heuristic Domain Adaptation (NeurIPS2020)

Ali Pytorch ⭐ 41

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Billion Scale Semi Supervised Learning ⭐ 39

Implementing Billion-scale semi-supervised learning for image classification using Pytorch

Realistic Ssl Evaluation Pytorch ⭐ 38

Reimplementation of "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

Wavencoder ⭐ 36

WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models with PyTorch backend.

Shapeprop ⭐ 36

Learning Saliency Propagation for Semi-supervised Instance Segmentation

This repository contains the official implementation of Semi-supervised Semantic Segmentation with Error Localization Network that has been accepted to 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022).

SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction (Briefings in Bioinformatics 2023)

Catgan_pytorch ⭐ 34

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

Implementation of Ladder Network in PyTorch.

Reconvat ⭐ 32

ReconVAT: a semi-supervised automatic music transcription (AMT) model

Ganbert Pytorch ⭐ 31

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

Semi Supervised Learning Pytorch ⭐ 28

Several SSL methods (Pi model, Mean Teacher) are implemented in pytorch

Pi Consistency Activity Detection ⭐ 26

End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]

Semi Supervised Paper Implementation ⭐ 25

Reproduce some methods in semi-supervised papers.

Fixmatch Pytorch ⭐ 24

90%+ with 40 labels. please see the readme for details.

Rul Datasets ⭐ 23

A collection of datasets for RUL estimation as Lightning Data Modules.

Ssr_bmvc2022 ⭐ 21

SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise (BMVC2022)

"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)

Implement of DiGCN, NeurIPS-2020

Code for the paper "MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels"

Semi_human_pose ⭐ 17

[ICCV-2021] An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation

Hybridnet ⭐ 16

Pytorch Implementation of HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning (https://arxiv.org/abs/1807.11407)

Fsad Net ⭐ 15

Offical code for 'Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy' [MICCAI 2020]

[ISPRS P&RS 2023] Official implementation for Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange

Ilm Assl ⭐ 12

Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation

Pytorch Consistency Regularization ⭐ 12

PyTorch implementation of consistency regularization methods for semi-supervised learning

Featmatch ⭐ 11

PyTorch code for the paper: "FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning"

Mixmatch Transferlearning ⭐ 10

Combines the SSL Method MixMatch with a pre-trained model (EfficientNet) on a chest x-ray dataset.

Duo Segnet ⭐ 9

[MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation"

Lane Detection ⭐ 8

Weakly-supervised road-lane markings detection for autonomous driving, mitigating the lack of training data

Shadow semi-supervised consistency regularization PyTorch library

Mixmatch Pytorch Ssl ⭐ 8

An unofficial PyTorch implementation of MixMatch - A Holistic Approach to Semi-Supervised Learning

Fine_official ⭐ 8

NeurIPS 2021, "Fine Samples for Learning with Noisy Labels"

[IEEE TNNLS 2022] Robust Self-Ensembling Network for Hyperspectral Image Classification

Rda4robustssl ⭐ 7

"RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning" by Yue Duan (ECCV 2022)

[IEEE TMI 2022] Official Implementation for "LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation"

Fixmatch_pytorch ⭐ 7

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

Dplan_pytorch ⭐ 7

This repository contains an implementation of an anomaly detection method called DPLAN, which is based on the reinforcement learning framework. The method is described in the paper "Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data" by Pang et al.

Radiology_ai ⭐ 6

OpenSource project collaborating with a healthcare mutual insurance company (data provider) focusing on classifying knee frontal radiographies (DICOM) according to Schatzker classification (0 to 6).

Meta Hallucinator ⭐ 6

[MICCAI 2022] Official Implementation for "Meta-hallucinator: Towards few-shot cross-modality cardiac image segmentation"

Pirl_pytorch ⭐ 5

Implementation of Pre-text invariant representation learning algorithm in pytorch

Gait Cycle Transfer ⭐ 5

neural style tranfer from one walking/gait cycle to another; ArXiv:1606.03238 & ArXiv:1508.06576

Pytorch Image Models With Simclr ⭐ 5

Multi-label classification based on timm, and add SimCLR to timm.

Pytorch implementation of BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation

Torchwisdom ⭐ 5

High level API for training deep learning model in PyTorch

Swahili Text Gcn ⭐ 5

Graph Convolutional Network for Swahili News Classification: https://arxiv.org/abs/2103.09325

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