semi-supervised 开源项目推荐（66 个）

xuxw98 /ESAM

[ICLR 2025, Oral] EmbodiedSAM: Online Segment Any 3D Thing in Real Time

amzn /convolutional-handwriting-gan

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

ZHKKKe /PixelSSL

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

yzou2 /CRST

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

wgcban /SemiCD

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

microsoft /transductive-vos.pytorch

a transductive approach for video object segmentation

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"

phuijse /bagging_pu

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

yzhao062 /XGBOD

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

ait-aecid /anomaly-detection-log-datasets

Analysis scripts for log data sets used in anomaly detection.

dongjun-Lee /transfer-learning-text-tf

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

perrying /pytorch-consistency-regularization

PyTorch 对半监督学习一致性正则化方法的实现

calico /scnym

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

ShiZhengyan /PowerfulPromptFT

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

wangxiang1230 /SSTAP

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

tim-learn /ATDOC

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

google-research /spade_anomaly_detection

Semi-supervised anomaly detection method

surya501 /loc2vec

Pytorch implementation of the Loc2Vec with some modifications for speed

tsujuifu /pytorch_vsum-ptr-gan

A PyTorch implementation of VSumPtrGAN

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

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