GitHub topics: semi-supervised-learning
Kratugautam99/Machine-Learning-Practice
Machine-Learning-Practice is a curated collection of classic ML algorithms and projects, organized into intuitive Jupyter notebooks. With structured input/output directories, saved model files, and hands-on examples—from linear regression and logistic classification to clustering, ensembles, and tuning.
Language: Jupyter Notebook - Size: 662 KB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0
shengchaochen82/Awesome-Foundation-Models-for-Weather-and-Climate
A comprehesive survey about foundation models for weather and cliamte data understanding.
Size: 374 KB - Last synced at: 1 day ago - Pushed at: 5 months ago - Stars: 234 - Forks: 32
chaoyanghe/Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
Size: 210 KB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 1,967 - Forks: 330
microsoft/Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
Language: Python - Size: 1.65 MB - Last synced at: 2 days ago - Pushed at: 10 days ago - Stars: 1,487 - Forks: 197
thuml/Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Language: Python - Size: 13.7 MB - Last synced at: about 13 hours ago - Pushed at: about 1 year ago - Stars: 3,721 - Forks: 571
BBBBchan/Awesome-Semi-Supervised-Semantic-Segmentation
A summary of recent semi-supervised semantic segmentation methods
Size: 334 KB - Last synced at: 4 days ago - Pushed at: 20 days ago - Stars: 229 - Forks: 26
psychofict/CW-BASS
[IJCNN 2025] 'CW-BASS: Confidence-Weighted Boundary Aware Learning for Semi-Supervised Semantic Segmentation'
Language: Python - Size: 17.2 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0
Southla/Supervised_Learning
Supervised Learning project from TripleTen
Size: 1.95 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0
open-edge-platform/training_extensions
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Language: Python - Size: 417 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1,192 - Forks: 452
jlgarridol/sslearn
The sslearn library is a Python package for machine learning over Semi-supervised datasets. It is an extension of scikit-learn.
Language: Python - Size: 4.25 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 3
genilsonadm1/Detection-of-sound
It is allowed to detect the face by the sound .In order to avoid the negotiation , it provides a secure application
Language: Python - Size: 2.93 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0
realjules/cvae-quadratreeMRF
A novel semi-supervised framework combining contrastive learning with hierarchical probabilistic graphical models for remote sensing with limited labeled data. Our approach enhances CRFNet by learning discriminative representations from unlabeled imagery while capturing multi-resolution spatial dependencies.
Language: Python - Size: 30.6 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0
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.
Language: Python - Size: 840 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 702 - Forks: 133
timm/ezr
Explanation system for semi-supervised multi-objective optimization
Language: Python - Size: 119 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 2 - Forks: 52
Minqi824/ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
Language: Python - Size: 2.01 GB - Last synced at: 8 days ago - Pushed at: almost 2 years ago - Stars: 944 - Forks: 141
fmorenopino/HeterogeneousHMM
Discrete, Gaussian, and Heterogenous HMM models full implemented in Python. Missing data, Model Selection Criteria (AIC/BIC), and Semi-Supervised training supported. Easily extendable with other types of probablistic models.
Language: Python - Size: 6.22 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 79 - Forks: 15
williamium3000/diverse-cotraining
Office implementation of Diverse Co-training (ICCV2023)
Language: C - Size: 24.2 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 12 - Forks: 0
heejokong/unified_ossl_benchmarks
A unified codebase for open-set semi-supervised learning
Language: Python - Size: 7.06 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0
praveena2j/awesome-Weakly-Supervised-Facial-Behavior-Analysis
A curated list of weakly supervised learning methods and datasets for facial behavior analysis.
Size: 908 KB - Last synced at: 11 days ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0
sidgan/ETCI-2021-Competition-on-Flood-Detection
Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training
Language: Jupyter Notebook - Size: 4.44 MB - Last synced at: 5 days ago - Pushed at: about 3 years ago - Stars: 172 - Forks: 35
microsoft/SoftTeacher
Semi-Supervised Learning, Object Detection, ICCV2021
Language: Python - Size: 561 KB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 919 - Forks: 124
PyProphet/pyprophet
PyProphet: Semi-supervised learning and scoring of OpenSWATH results.
Language: Python - Size: 57.6 MB - Last synced at: 3 days ago - Pushed at: 10 days ago - Stars: 28 - Forks: 21
DataCanvasIO/HyperGBM
A full pipeline AutoML tool for tabular data
Language: Python - Size: 11 MB - Last synced at: 4 days ago - Pushed at: 2 months ago - Stars: 351 - Forks: 47
carls31/active-learning-virtual-SVM
Active Learning with Constrained Virtual Support Vector Machines for Classification of Earth Observation Data
Language: R - Size: 808 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0
psychofict/FARCLUSS
FARCLUSS: Fuzzy Adaptive Rebalancing and Contrastive Uncertainty Learning for Semi-Supervised Semantic Segmentation
Size: 0 Bytes - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0
Lake-Wang/OOD_Enhanced_Dino_Vision
This project integrates Out-of-Distribution (OOD) detection into self-supervised learning (SSL) to improve rare object representation in long-tailed datasets. It uses a memory buffer to prioritize rare samples during DINO-based training, enhancing downstream task performance in autonomous driving.
Language: Jupyter Notebook - Size: 1.71 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 1 - Forks: 0
alphacep/vosk
VOSK Speech Recognition Toolkit
Language: C - Size: 42 KB - Last synced at: 17 days ago - Pushed at: almost 3 years ago - Stars: 440 - Forks: 53
AnthonySong98/awesome-graph-based-semi-supervised-learning
A collection of resources for graph-based semi-supervised learning (GSSL).
Size: 18.6 KB - Last synced at: about 16 hours ago - Pushed at: almost 4 years ago - Stars: 20 - Forks: 2
microsoft/ProDA
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
Language: Python - Size: 952 KB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 287 - Forks: 44
ashrithssreddy/ml-toolkit
Personal collection of machine learning methods and utilities built for fast, reusable implementation. It covers core steps like preprocessing, modeling, tuning, and evaluation — with compact code and embedded explanations to streamline real-world ML workflows.
Language: HTML - Size: 56.8 MB - Last synced at: 7 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0
HiLab-git/SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
Language: Python - Size: 589 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 2,416 - Forks: 406
Westlake-AI/openmixup
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
Language: Python - Size: 3.68 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 650 - Forks: 59
singjc/redeem
Repository for Deep Learning Models for Mass Spectrometry written in Rust
Language: Rust - Size: 570 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 13 - Forks: 1
decile-team/spear
SPEAR: Programmatically label and build training data quickly.
Language: Jupyter Notebook - Size: 432 MB - Last synced at: 19 days ago - Pushed at: about 1 year ago - Stars: 107 - Forks: 21
shangeth/wavencoder
WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models with PyTorch backend.
Language: Python - Size: 5.21 MB - Last synced at: 15 days ago - Pushed at: about 4 years ago - Stars: 91 - Forks: 14
SeldonIO/alibi-detect
Algorithms for outlier, adversarial and drift detection
Language: Jupyter Notebook - Size: 35.3 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 2,382 - Forks: 232
LinukPerera/Neural-Network-Driven-Augmented-Reality-for-Gesture-Control
Leveraging Neural Networks and Semi-Supervised Learning for recognising Instinctive Gestures. Goal of this project is to achieve Instinctive Gesture recognition.
Language: Python - Size: 136 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 1 - Forks: 0
jiequancui/DKL
Decoupled Kullback-Leibler Divergence Loss (DKL), NeurIPS 2024 / Generalized Kullback-Leibler Divergence Loss (GKL)
Language: Python - Size: 14.8 MB - Last synced at: 27 days ago - Pushed at: 28 days ago - Stars: 44 - Forks: 4
yanliang3612/UNREAL
[Arxiv 2023] The official implementation of "UNREAL: Unlabeled Nodes Retrieval and Labeling for Heavily-imbalanced Node Classification."
Language: Python - Size: 1.17 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 4 - Forks: 0
ziatdinovmax/pyroVED
Invariant representation learning from imaging and spectral data
Language: Python - Size: 112 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 51 - Forks: 11
tuanio/noisy-student-training-asr
Pytorch implementation of Noisy Student Training for Automatic Speech Recognition and Automatic Pronunciation Error Detection problem
Language: Python - Size: 3.08 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 93 - Forks: 15
jizongFox/deep-clustering-toolbox
PyTorch Vision Toolbox not only for deep-clustering
Language: Python - Size: 308 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 3
Alcoholrithm/TabularS3L
A PyTorch Lightning-based library for self- and semi-supervised learning on tabular data.
Language: Python - Size: 449 KB - Last synced at: 24 days ago - Pushed at: 4 months ago - Stars: 35 - Forks: 3
TorchSSL/TorchSSL
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
Language: Python - Size: 769 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 1,343 - Forks: 187
Minqi824/Overlap
Official code and data repository of "Anomaly Detection with Score Distribution Discrimination", KDD' 23.
Language: Python - Size: 184 MB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 23 - Forks: 2
pm25/Semi-Supervised-Regression
🎋 NeurIPS 2024: Official repository for the paper 'RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier'
Language: Python - Size: 214 KB - Last synced at: 25 days ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 2
wjn1996/HugNLP
HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊 HugNLP will released to @HugAILab
Language: Python - Size: 3.71 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 247 - Forks: 13
HiLab-git/DTC
Semi-supervised Medical Image Segmentation through Dual-task Consistency
Language: Python - Size: 385 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 308 - Forks: 49
yassouali/CCT
:page_facing_up: Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).
Language: Python - Size: 1.18 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 402 - Forks: 58
amazon-science/semimtr-text-recognition
Multimodal Semi-Supervised Learning for Text Recognition (SemiMTR)
Language: Python - Size: 1.23 MB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 83 - Forks: 12
accel-brain/accel-brain-code
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
Language: Python - Size: 98.3 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 313 - Forks: 92
KaiyangZhou/Dassl.pytorch
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
Language: Python - Size: 454 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1,322 - Forks: 183
Adamdad/ConsistentTeacher
[CVPR2023 Highlight] Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection
Language: Python - Size: 9.2 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 305 - Forks: 22
Tournesol-Saturday/RAIL
RAIL: Region-Aware Instructive Learning for Semi-Supervised Tooth Segmentation in CBCT
Language: Python - Size: 155 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 12 - Forks: 0
who-else-but-arjun/ISRO_XRF_SR
Source Codes for super resolution of the lunar elemental abundance map using a semi-supervised deep spatial interpolation model. This hybrid approach combined ResNet50 for spatial feature extraction with Graph Neural Network (GATv2Conv) layers and Convolutional Neural Networks (CNNs), followed by fusion layers.
Language: Jupyter Notebook - Size: 174 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 1
Westlake-AI/SemiReward
[ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning
Language: Python - Size: 1.13 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 66 - Forks: 2
yassouali/awesome-semi-supervised-learning
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
Size: 243 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1,840 - Forks: 229
Younger330/SemanticEnergyLoss
BIBM2023 regular paper for "Addressing Sparse Annotation: a Novel Semantic Energy Loss for Tumor Cell Detection from Histopathologic Images"
Language: Python - Size: 3.78 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 30 - Forks: 0
YaxinHou/Meta-Expert
A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised Learning (Meta-Expert, ICML 2025)
Language: Python - Size: 34.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
EdisonLeeeee/Graph-Adversarial-Learning
A curated collection of adversarial attack and defense on graph data.
Language: Python - Size: 3.98 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 566 - Forks: 79
lanl/T-ELF
Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.
Language: Python - Size: 47.2 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 19 - Forks: 6
gomezzz/MSMatch
Code for the paper "MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels"
Language: Python - Size: 2.43 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 26 - Forks: 7
thuml/Debiased-Self-Training
Code release of paper Debiased Self-Training for Semi-Supervised Learning (NeurIPS 2022 Oral)
Size: 541 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 53 - Forks: 4
Mogeng/IOHMM
Input Output Hidden Markov Model (IOHMM) in Python
Language: Python - Size: 1.03 MB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 167 - Forks: 36
HenryPengZou/JointMatch
[EMNLP 2023] Official Code of "JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification"
Language: Python - Size: 134 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 19 - Forks: 0
google-research/uda
Unsupervised Data Augmentation (UDA)
Language: Python - Size: 334 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 2,191 - Forks: 314
salesforce/CoMatch 📦
Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
Language: Python - Size: 452 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 127 - Forks: 24
himashi92/Co-Manifold
Official PyTorch implementation for Co-Manifold Learning for Semi-supervised Medical Image Segmentation
Language: Python - Size: 438 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 1
AlvaroCavalcante/auto_annotate
Labeling is boring. Use this tool to speed up your next object detection project!
Language: Jupyter Notebook - Size: 54.2 MB - Last synced at: 22 days ago - Pushed at: 12 months ago - Stars: 159 - Forks: 34
ChenHongruixuan/I3PE
[ISPRS J P&RS 2023] Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange
Language: Python - Size: 4.35 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 40 - Forks: 0
ChandlerBang/Pro-GNN
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
Language: Python - Size: 9.86 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 296 - Forks: 45
wohlert/semi-supervised-pytorch
Implementations of various VAE-based semi-supervised and generative models in PyTorch
Language: Python - Size: 12.5 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 706 - Forks: 123
YGZWQZD/LAMDA-SSL
30 Semi-Supervised Learning Algorithms
Language: Python - Size: 10.5 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 206 - Forks: 16
felixriese/susi
SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
Language: Python - Size: 3.71 MB - Last synced at: 28 days ago - Pushed at: 5 months ago - Stars: 112 - Forks: 22
Shriyaak/YOLOv5-Object-Detection-for-Autonomous-Vehicles
A semi-supervised object detection system for autonomous driving, built on YOLOv5 to classify Cars, Trucks, Vans, and Miscellaneous vehicles with minimal labeled data.
Language: Python - Size: 1.43 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
astrobdr/MoCoV2_CIFAR10
Training MoCoV2 on the CIFAR10 Dataset
Language: Jupyter Notebook - Size: 146 KB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 15 - Forks: 3
Shen-Lab/DeepAffinity
Protein-compound affinity prediction through unified RNN-CNN
Language: Python - Size: 307 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 146 - Forks: 31
aymericb213/scikit-query
Active query strategies for semi-supervised clustering on top of scikit-learn and SciPy
Language: Jupyter Notebook - Size: 17.2 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0
SHI-Labs/Semi-Supervised-Transfer-Learning
[CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning
Language: Jupyter Notebook - Size: 6.88 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 104 - Forks: 15
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"
Language: Python - Size: 34.2 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 74 - Forks: 18
theJingqiZhou/DS-AGC-Colab Fork of Vesan-yws/DS-AGC
A Pytorch re-implementation of paper "Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition" by Ye et al.
Language: Python - Size: 58.6 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
measterpojo/Prototype-based-learning-w-SSDA-pseudo-labeling
This approach is not fully a Prototypical Network, because it goes beyond few-shot learning and integrates domain adaptation with semi-supervised techniques. Instead, it's a hybrid that combines prototype-based learning with domain adaptation and pseudo-labeling
Language: Jupyter Notebook - Size: 741 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
iBelieveCJM/Tricks-of-Semi-supervisedDeepLeanring-Pytorch
PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch
Language: Python - Size: 1.67 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 450 - Forks: 72
YyzHarry/imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
Language: Python - Size: 16.5 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 751 - Forks: 117
measterpojo/Cross-Pseudo-Supervision-CPS-semi-supervised-segmentation
Cross Pseudo Supervision (CPS) is a semi-supervised learning technique designed to improve semantic segmentation by leveraging unlabeled data more effectively.
Language: Jupyter Notebook - Size: 1.28 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
measterpojo/Minimax-Entropy-Semi-supervised-Domain-Adaptation
semi-supervised domain adaptation, the minimax entropy approach alternates between:
Language: Jupyter Notebook - Size: 15.6 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
measterpojo/Semi-Supervised-Domain-Adaptation-SSDA-with-Correlation-Alignment-CORAL-
Semi-Supervised Domain Adaptation (SSDA) with Correlation Alignment (CORAL). In this Tutorial we are using MNIST(Source Domain) and SVHN (Target Domain) datasets
Language: Jupyter Notebook - Size: 146 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
anilsh/tracking_camsel
Intelligent Camera Selection Decisions for Target Tracking
Language: Jupyter Notebook - Size: 33.6 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0
amazon-science/semi-vit
PyTorch implementation of Semi-supervised Vision Transformers
Language: Python - Size: 66.4 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 58 - Forks: 10
Nishanth16082002/ZETA-Algorithm
Ultra-fast heuristic algorithm for solving the Travelling Salesman Problem (TSP) at scale — 1 million cities in ~3 seconds using pure Python.
Language: Python - Size: 6.84 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
YU1ut/MixMatch-pytorch
Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
Language: Python - Size: 20.5 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 646 - Forks: 131
davidsbatista/Snowball
Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)
Language: Python - Size: 129 KB - Last synced at: 20 days ago - Pushed at: 10 months ago - Stars: 178 - Forks: 39
tilman151/rul-datasets
A collection of datasets for RUL estimation as Lightning Data Modules.
Language: Python - Size: 1.13 MB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 47 - Forks: 2
srinidhiPY/SSL_CR_Histo
Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medical Image Analysis (MedIA) Journal, Oct, 2021.
Language: Python - Size: 8.69 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 62 - Forks: 21
kunzhan/InfoMatch
IJCAI 2024, InfoMatch: Entropy neural estimation for semi-supervised image classification
Language: Python - Size: 3.11 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 31 - Forks: 0
chakkritte/Semi-PKD
Semi-PKD: Semi-supervised Pseudoknowledge Distillation for saliency prediction
Language: Python - Size: 35.2 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
yyliu01/PS-MT
[CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation
Language: Python - Size: 1.08 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 182 - Forks: 15
keonlee9420/Cross-Speaker-Emotion-Transfer
PyTorch Implementation of ByteDance's Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-Speech
Language: Python - Size: 101 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 193 - Forks: 27
KentoNishi/Augmentation-for-LNL
[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".
Language: Python - Size: 50.1 MB - Last synced at: 25 days ago - Pushed at: over 3 years ago - Stars: 113 - Forks: 12
xinario/catgan_pytorch
Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
Language: Python - Size: 6.23 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 61 - Forks: 17
