Topic: "semi-supervised-learning"
thuml/Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Language: Python - Size: 13.7 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 3,672 - Forks: 568
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: 20 days ago - Pushed at: 20 days ago - Stars: 2,367 - Forks: 403
SeldonIO/alibi-detect
Algorithms for outlier, adversarial and drift detection
Language: Jupyter Notebook - Size: 35.3 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 2,365 - Forks: 229
google-research/uda
Unsupervised Data Augmentation (UDA)
Language: Python - Size: 334 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 2,188 - Forks: 313
chaoyanghe/Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
Size: 210 KB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 1,950 - Forks: 329
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: 10 days ago - Pushed at: 12 months ago - Stars: 1,837 - Forks: 230
CuriousAI/mean-teacher
A state-of-the-art semi-supervised method for image recognition
Language: Python - Size: 16.6 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 1,553 - Forks: 329
microsoft/Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
Language: Python - Size: 1.65 MB - Last synced at: 4 days ago - Pushed at: 2 months ago - Stars: 1,465 - Forks: 193
TorchSSL/TorchSSL
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
Language: Python - Size: 769 KB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 1,341 - Forks: 188
KaiyangZhou/Dassl.pytorch
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
Language: Python - Size: 454 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 1,317 - Forks: 181
open-edge-platform/training_extensions
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINOâ„¢
Language: Python - Size: 416 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,164 - Forks: 449
AngeLouCN/Min_Max_Similarity
A contrastive learning based semi-supervised segmentation network for medical image segmentation
Language: Python - Size: 4.81 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 970 - Forks: 396
GANs-in-Action/gans-in-action
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Language: Jupyter Notebook - Size: 80.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 968 - Forks: 413
Minqi824/ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
Language: Python - Size: 2.01 GB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 930 - Forks: 139
microsoft/SoftTeacher
Semi-Supervised Learning, Object Detection, ICCV2021
Language: Python - Size: 561 KB - Last synced at: 4 days ago - Pushed at: 11 months ago - Stars: 913 - Forks: 122
samet-akcay/ganomaly 📦
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
Language: Python - Size: 73.2 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 856 - Forks: 213
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: 3 days ago - Pushed at: about 4 years ago - Stars: 751 - Forks: 117
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: 5 days ago - Pushed at: about 5 years ago - Stars: 706 - Forks: 123
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: 2 days ago - Pushed at: over 2 years ago - Stars: 694 - Forks: 131
kekmodel/FixMatch-pytorch
Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
Language: Python - Size: 30.7 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 693 - Forks: 156
Westlake-AI/openmixup
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
Language: Python - Size: 3.68 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 650 - Forks: 59
YU1ut/MixMatch-pytorch
Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
Language: Python - Size: 20.5 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 646 - Forks: 131
Bartzi/see
Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"
Language: Python - Size: 534 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 575 - Forks: 147
EdisonLeeeee/Graph-Adversarial-Learning
A curated collection of adversarial attack and defense on graph data.
Language: Python - Size: 3.98 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 566 - Forks: 79
LiheYoung/UniMatch
[CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
Language: Python - Size: 5.95 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 519 - Forks: 60
charlesCXK/TorchSemiSeg
[CVPR 2021] CPS: Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
Language: Python - Size: 956 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 518 - Forks: 74
clvrai/SSGAN-Tensorflow
A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).
Language: Python - Size: 49.7 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 515 - Forks: 174
hfslyc/AdvSemiSeg
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
Language: Python - Size: 814 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 504 - Forks: 127
Bartzi/stn-ocr
Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition
Language: Python - Size: 897 KB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 498 - Forks: 137
Haochen-Wang409/U2PL
[CVPR'22 & IJCV'24] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels & Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation
Language: Python - Size: 8.56 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 451 - Forks: 61
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: 3 days ago - Pushed at: about 2 years ago - Stars: 450 - Forks: 72
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: 397 - Forks: 58
arnab39/FewShot_GAN-Unet3D
Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
Language: Python - Size: 2.42 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 368 - Forks: 81
mailong25/self-supervised-speech-recognition
speech to text with self-supervised learning based on wav2vec 2.0 framework
Language: Python - Size: 13.1 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 359 - Forks: 113
alphacep/vosk
VOSK Speech Recognition Toolkit
Language: C - Size: 42 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 355 - Forks: 43
DataCanvasIO/HyperGBM
A full pipeline AutoML tool for tabular data
Language: Python - Size: 11 MB - Last synced at: 2 days ago - Pushed at: 25 days ago - Stars: 347 - Forks: 47
lukasruff/Deep-SAD-PyTorch
A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
Language: Python - Size: 658 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 318 - Forks: 91
GT-RIPL/L2C
Learning to Cluster. A deep clustering strategy.
Language: Python - Size: 431 KB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 315 - Forks: 49
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: 17 days ago - Pushed at: over 1 year ago - Stars: 314 - Forks: 92
binli123/dsmil-wsi
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
Language: Python - Size: 48.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 302 - Forks: 82
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: about 3 years ago - Stars: 302 - Forks: 49
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: 299 - Forks: 21
Sleepychord/ImprovedGAN-pytorch
Semi-supervised GAN in "Improved Techniques for Training GANs"
Language: Python - Size: 16.3 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 297 - Forks: 79
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: almost 2 years ago - Stars: 293 - Forks: 45
ldkong1205/LaserMix
[CVPR 2023 Highlight] LaserMix for Semi-Supervised LiDAR Semantic Segmentation
Language: Python - Size: 8.61 MB - Last synced at: 29 days ago - Pushed at: 12 months ago - Stars: 289 - Forks: 18
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: 4 days ago - Pushed at: almost 2 years ago - Stars: 287 - Forks: 45
hoangcuong2011/Good-Papers
I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
Size: 322 KB - Last synced at: 6 months ago - Pushed at: almost 6 years ago - Stars: 285 - Forks: 57
vuptran/graph-representation-learning
Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)
Language: Python - Size: 17.7 MB - Last synced at: 12 months ago - Pushed at: almost 6 years ago - Stars: 253 - Forks: 68
lhoyer/improving_segmentation_with_selfsupervised_depth
[CVPR21] Implementation of our work "Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation"
Language: Python - Size: 13.4 MB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 250 - Forks: 30
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
conan7882/adversarial-autoencoders
Tensorflow implementation of Adversarial Autoencoders
Language: Python - Size: 2.6 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 246 - Forks: 39
Albertsr/Anomaly-Detection
UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.
Language: Python - Size: 9.52 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 245 - Forks: 81
LiheYoung/ST-PlusPlus
[CVPR 2022] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation
Language: Python - Size: 3.78 MB - Last synced at: 22 days ago - Pushed at: about 2 years ago - Stars: 238 - Forks: 32
nayeemrizve/ups
"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)
Language: Python - Size: 30.3 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 234 - Forks: 41
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: 4 days ago - Pushed at: 3 months ago - Stars: 225 - Forks: 31
zhenxuan00/triple-gan
See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN
Language: Python - Size: 2.03 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 224 - Forks: 63
BBBBchan/Awesome-Semi-Supervised-Semantic-Segmentation
A summary of recent semi-supervised semantic segmentation methods
Size: 291 KB - Last synced at: 6 days ago - Pushed at: 26 days ago - Stars: 220 - Forks: 27
crux82/ganbert
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks
Language: Python - Size: 652 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 212 - Forks: 55
THUDM/GRAND
Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
Language: Python - Size: 5.72 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 210 - Forks: 40
YGZWQZD/LAMDA-SSL
30 Semi-Supervised Learning Algorithms
Language: Python - Size: 10.5 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 206 - Forks: 16
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: 28 days ago - Pushed at: over 2 years ago - Stars: 193 - Forks: 27
TheSouthFrog/stylealign
[ICCV 2019]Aggregation via Separation: Boosting Facial Landmark Detector with Semi-Supervised Style Transition
Language: Python - Size: 6.92 MB - Last synced at: 19 days ago - Pushed at: about 2 years ago - Stars: 183 - Forks: 27
yyliu01/PS-MT
[CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation
Language: Python - Size: 1.08 MB - Last synced at: 22 days ago - Pushed at: almost 2 years ago - Stars: 182 - Forks: 15
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: 5 days ago - Pushed at: 8 months ago - Stars: 178 - Forks: 39
rozumden/DeFMO
[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
Language: Python - Size: 2.1 MB - Last synced at: 19 days ago - Pushed at: about 3 years ago - Stars: 172 - Forks: 24
googleinterns/wss
A simple consistency training framework for semi-supervised image semantic segmentation
Language: Python - Size: 4.01 MB - Last synced at: 3 days ago - Pushed at: 10 months ago - Stars: 167 - Forks: 23
ku21fan/STR-Fewer-Labels
Scene Text Recognition (STR) methods trained with fewer real labels (CVPR 2021)
Language: Jupyter Notebook - Size: 1.61 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 166 - Forks: 26
malllabiisc/HyperGCN
NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs
Language: Python - Size: 10.7 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 162 - Forks: 28
qizhuli/Weakly-Supervised-Panoptic-Segmentation
Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)
Language: MATLAB - Size: 2.59 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 161 - Forks: 24
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: 5 days ago - Pushed at: 10 months ago - Stars: 159 - Forks: 34
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: 7 months ago - Pushed at: almost 3 years ago - Stars: 159 - Forks: 28
seanie12/Info-HCVAE
[ACL 2020] Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs
Language: Python - Size: 65.2 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 157 - Forks: 29
dvlab-research/Context-Aware-Consistency
Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)
Language: Python - Size: 1.03 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 156 - Forks: 20
mohitzsh/Adversarial-Semisupervised-Semantic-Segmentation
Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge
Language: Python - Size: 1.11 MB - Last synced at: 11 months ago - Pushed at: almost 7 years ago - Stars: 156 - Forks: 45
mengliu1998/DeeperGNN
Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]
Language: Python - Size: 72.3 KB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 155 - Forks: 32
lorenmt/reco
The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast" [ICLR 2022].
Language: Python - Size: 151 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 153 - Forks: 24
Mogeng/IOHMM
Input Output Hidden Markov Model (IOHMM) in Python
Language: Python - Size: 1.04 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 153 - Forks: 34
Shen-Lab/DeepAffinity
Protein-compound affinity prediction through unified RNN-CNN
Language: Python - Size: 307 MB - Last synced at: about 17 hours ago - Pushed at: 10 months ago - Stars: 146 - Forks: 31
BBBBchan/CorrMatch
Official code for "CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation"
Language: Python - Size: 3.91 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 145 - Forks: 8
hikvision-research/SSOD
An official implementation of CVPR 2022 paper "Label Matching Semi-Supervised Object Detection".
Language: Python - Size: 830 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 143 - Forks: 14
voldemortX/DST-CBC
Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"
Language: Python - Size: 496 KB - Last synced at: 3 days ago - Pushed at: almost 3 years ago - Stars: 139 - Forks: 17
vikasverma1077/ICT
Code for reproducing ICT (published in Neural Networks 2022, and in IJCAI 2019)
Language: Python - Size: 100 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 134 - Forks: 33
plkmo/Bible_Text_GCN
Pytorch implementation of "Graph Convolutional Networks for Text Classification"
Language: Python - Size: 3.58 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 133 - Forks: 34
hzhupku/SemiSeg-AEL
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning, NeurIPS 2021 (Spotlight)
Language: Python - Size: 1.29 MB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 133 - Forks: 9
Na-Z/sess
[CVPR2020 Oral] SESS: Self-Ensembling Semi-Supervised 3D Object Detection
Language: Python - Size: 2.06 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 131 - Forks: 30
9310gaurav/virtual-adversarial-training
Pytorch implementation of Virtual Adversarial Training
Language: Python - Size: 186 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 131 - Forks: 21
ligang-cs/PseCo
An official implementation of the PseCo (ECCV2022)
Language: Python - Size: 8.13 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 129 - Forks: 19
salesforce/CoMatch 📦
Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
Language: Python - Size: 452 KB - Last synced at: 3 days ago - Pushed at: 10 days ago - Stars: 127 - Forks: 24
gan3sh500/mixmatch-pytorch
Pytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)
Language: Jupyter Notebook - Size: 53.7 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 127 - Forks: 11
GuansongPang/deviation-network
Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection, semi-supervised anomaly detection
Language: Python - Size: 36.1 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 126 - Forks: 51
t-sakai-kure/pywsl
Python codes for weakly-supervised learning
Language: Python - Size: 12.8 MB - Last synced at: 23 days ago - Pushed at: about 5 years ago - Stars: 123 - Forks: 29
aonotas/adversarial_text
Code for Adversarial Training Methods for Semi-Supervised Text Classification
Language: Python - Size: 93.8 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 122 - Forks: 28
chengtan9907/Co-learning
The official implementation of the ACM MM'21 paper Co-learning: Learning from noisy labels with self-supervision.
Language: Python - Size: 104 KB - Last synced at: 5 days ago - Pushed at: almost 3 years ago - Stars: 120 - Forks: 10
songlab-cal/tape-neurips2019
Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology. (DEPRECATED)
Language: Python - Size: 136 KB - Last synced at: 4 days ago - Pushed at: almost 4 years ago - Stars: 120 - Forks: 35
OatmealLiu/class-iNCD
PyTorch implementation for the paper Class-incremental Novel Class Discovery (ECCV 2022)
Language: Python - Size: 4.55 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 119 - Forks: 10
ZhenZHAO/AugSeg
[CVPR'23] Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation
Language: Python - Size: 4.87 MB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 119 - Forks: 18
ZHKKKe/DualStudent
Code for Paper ''Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning'' [ICCV 2019]
Language: Python - Size: 10.7 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 118 - Forks: 16
KentoNishi/Augmentation-for-LNL
[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".
Language: Python - Size: 50.1 MB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 113 - Forks: 12
felixriese/susi
SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
Language: Python - Size: 3.71 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 111 - Forks: 23
decile-team/spear
SPEAR: Programmatically label and build training data quickly.
Language: Jupyter Notebook - Size: 432 MB - Last synced at: 3 days ago - Pushed at: 11 months ago - Stars: 106 - Forks: 20
