semi-supervised

There are 56 repositories under semi-supervised topic.

  • ZHKKKe/PixelSSL

    A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]

    Language:Python290131131
  • convolutional-handwriting-gan

    amzn/convolutional-handwriting-gan

    ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

    Language:Python269132754

  • xuxw98/ESAM

    EmbodiedSAM: Online Segment Any 3D Thing in Real Time

    Language:Python24843715

  • yzou2/CRST

    Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)

    Language:Python236113829

  • microsoft/transductive-vos.pytorch

    a transductive approach for video object segmentation

    Language:Python15592231

  • wgcban/SemiCD

    Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images

    Language:Python12911319

  • siat-nlp/GALAXY

    Official repository of the AAAI'2022 paper "GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection"

    Language:Python10721712

  • phuijse/bagging_pu

    Simple sklearn based python implementation of Positive-Unlabeled (PU) classification using bagging based ensembles

    Language:Jupyter Notebook904020

  • dongjun-Lee/transfer-learning-text-tf

    Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)

    Language:Python824421

  • yzhao062/XGBOD

    Supplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"

    Language:Python817216

  • perrying/pytorch-consistency-regularization

    PyTorch implementation of consistency regularization methods for semi-supervised learning

    Language:Python783314

  • calico/scnym

    Semi-supervised adversarial neural networks for classification of single cell transcriptomics data

    Language:Python7361612

  • ZhengxiangShi/PowerfulPromptFT

    [NeurIPS 2023 Main Track] This is the repository for the paper titled "Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner"

    Language:Python726018

  • wangxiang1230/SSTAP

    Code for our CVPR 2021 Paper "Self-Supervised Learning for Semi-Supervised Temporal Action Proposal".

    Language:Python714168

  • tim-learn/ATDOC

    code released for our CVPR 2021 paper "Domain Adaptation with Auxiliary Target Domain-Oriented Classifier"

    Language:Python55569

  • surya501/loc2vec

    Pytorch implementation of the Loc2Vec with some modifications for speed

    Language:Python534412

  • ait-aecid/anomaly-detection-log-datasets

    Analysis scripts for log data sets used in anomaly detection.

    Language:Python50406

  • google-research/spade_anomaly_detection

    Semi-supervised anomaly detection method

    Language:Python40104

  • tsujuifu/pytorch_vsum-ptr-gan

    A PyTorch implementation of VSumPtrGAN

    Language:Jupyter Notebook40599

  • yang-ruixin/pytorch-image-models-with-simclr

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

    Language:Jupyter Notebook36226

  • cdli-gh/Semi-Supervised-NMT-for-Sumerian-English

    Exploring the Limits of Low-Resource Neural Machine Translation

    Language:Jupyter Notebook333410

  • mosamdabhi/MBW

    This work generates 2D and 3D landmark labels from videos with only two or three uncalibrated, handheld cameras moving in the wild. NeurIPS 2022.

    Language:Jupyter Notebook28401

  • hhb072/MOSS

    Memory Oriented Transfer Learning for Semi-Supervised Image Deraining

    Language:Python273113

  • Prasanna1991/LatentMixing

    The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]

    Language:Python21257

  • rosefun/SemiSupervised

    Semi supervised learning framework of Python.

    Language:Python19125

  • zhenyuw16/multi-phase

    An official implementation of paper "Data-Uncertainty Guided Multi-Phase Learning for Semi-supervised Object Detection"

    Language:Python16310

  • tayebiarasteh/lane-detection

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

    Language:Python14421

  • akhilpm/DroneSSOD

    Semi-supervised aerial image object detection

    Language:Python13310

  • ahhaque/SAND

    SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream

    Language:Java12106

  • ahhaque/ECHO

    ECHO is a semi-supervised framework for classifying evolving data streams based on our previous approach SAND. The most expensive module of SAND is the change detection module, which has cubic time complexity. ECHO uses dynamic programming to reduce the time complexity. Moreover, ECHO has a maximum allowable sliding window size. If there is no concept drift detected within this limit, ECHO updates the classifiers and resets the sliding window. Experiment results show that ECHO achieves significant speed up over SAND while maintaining similar accuracy. Please refer to the paper (mentioned in the reference section) for further details.

    Language:Java11104

  • inria-thoth/HySUPP

    An open-source hyperspectral unmixing python package

    Language:Python11220

  • Labbeti/SSLH

    Deep Semi-Supervised Learning with Holistic methods for audio classification.

    Language:Jupyter Notebook10211

  • jlgarridol/sslearn

    The sslearn library is a Python package for machine learning over Semi-supervised datasets. It is an extension of scikit-learn.

    Language:Python8881

  • li-plus/SSM-VOS

    Separable Structure Modeling for Semi-supervised Video Object Segmentation

    Language:Python8311

  • caiocarneloz/pycc

    Python code for the semi-supervised learning method particle competition and cooperation

    Language:Python5201

  • isbrycee/SemiT-SAM

    Official implementation of "SemiT-SAM: Building a Visual Foundation Model for Tooth Instance Segmentation on Panoramic Radiographs"

    Language:Python5101