Topic: semi-supervised-learning Goto Github

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accel-brain / accel-brain-code
semi-supervised-learning,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.
User: accel-brain
Home Page: https://accel-brain.co.jp
auto-encoder automatic-summarization combinatorial-optimization deep-learning deep-q-network deep-reinforcement-learning energy-based-model generative-adversarial-network lstm multi-agent-reinforcement-learning q-learning quantum-annealing quantum-monte-carlo reinforcement-learning restricted-boltzmann-machine self-supervised-learning semi-supervised-learning simulated-annealing transfer-learning

adamdad / consistentteacher
semi-supervised-learning,[CVPR2023 Highlight] Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection
User: adamdad
mmdetection object-detection semi-supervised-learning semi-supervised-object-detection ssod sample-efficiency

albertsr / anomaly-detection
semi-supervised-learning,UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.
User: albertsr
Home Page: https://github.com/Albertsr/Anomaly-Detection
isolation-forest kernel-pca lof pulearning anomaly-detection principal-component-analysis intrusion-detection-system mahalanobis-distance pca-analysis semi-supervised-learning data-mining pca

alphacep / vosk
semi-supervised-learning,VOSK Speech Recognition Toolkit
Organization: alphacep
Home Page: http://alphacephei.com
speech-recognition voice-recognition speech-to-text python lifelong-learning semi-supervised-learning multilingual

angeloucn / min_max_similarity
semi-supervised-learning,A contrastive learning based semi-supervised segmentation network for medical image segmentation
User: angeloucn
contrastive-learning medical-image-segmentation medical-video-analysis semi-supervised-learning surgical-tools-segmentation video-segmentation

arnab39 / fewshot_gan-unet3d
semi-supervised-learning,Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
User: arnab39
3d-gan brain-mri convolutional-neural-networks few-shot-learning gans image-segmentation iseg-challenge medical-image-analysis multi-modal-imaging semi-supervised-gan semi-supervised-learning tensorflow unet-3d unet-tensorflow weightnorm-3d

bartzi / see
semi-supervised-learning,Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"
User: bartzi
scene-text-recognition chainer cnn deep-learning semi-supervised-learning computer-vision

bartzi / stn-ocr
semi-supervised-learning,Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition
User: bartzi
Home Page: https://arxiv.org/abs/1707.08831
mxnet text-recognition deep-learning convolutional-neural-networks semi-supervised-learning end-to-end

binli123 / dsmil-wsi
semi-supervised-learning,DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
User: binli123
deep-learning multiple-instance-learning whole-slide-imaging whole-slide-image tumor-detection self-attention weakly-supervised-learning histopathology deep-neural-networks semi-supervised-learning self-supervised-learning pytorch transformer visiontransformer

chandlerbang / pro-gnn
semi-supervised-learning,Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
User: chandlerbang
Home Page: https://arxiv.org/abs/2005.10203
graph-neural-networks adversarial-attacks defense deep-learning machine-learning graph-structure-recovery graph-mining attack-defense semi-supervised-learning pytorch

chaoyanghe / awesome-federated-learning
semi-supervised-learning,FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
User: chaoyanghe
federated-learning machine-learning distributed-optimization non-iid vertical-federated-learning decentralized-federated-learning hierarchical-federated-learning neural-architecture-search transfer-learning continual-learning

charlescxk / torchsemiseg
semi-supervised-learning,[CVPR 2021] CPS: Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
User: charlescxk
semantic-segmentation semi-supervised-learning cvpr2021 semi-supervised-segmentation

clvrai / ssgan-tensorflow
semi-supervised-learning,A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).
Organization: clvrai
ssgan semi-supervised-learning gan generative-adversarial-network

curiousai / mean-teacher
semi-supervised-learning,A state-of-the-art semi-supervised method for image recognition
Organization: curiousai
Home Page: https://arxiv.org/abs/1703.01780
deep-learning semi-supervised-learning nips-2017 tensorflow pytorch

datacanvasio / hypergbm
semi-supervised-learning,A full pipeline AutoML tool for tabular data
Organization: datacanvasio
Home Page: https://hypergbm.readthedocs.io/
automl gbm fullpipeline xgboost lightgbm catboost pseudo-labeling adversarial-validation semi-supervised-learning datacleaning

edisonleeeee / graph-adversarial-learning
semi-supervised-learning,A curated collection of adversarial attack and defense on graph data.
User: edisonleeeee
graph-adversarial-learning graph-data machine-learning semi-supervised-learning adversarial-attack defense survey awesome resources

gans-in-action / gans-in-action
semi-supervised-learning,Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Organization: gans-in-action
gan gans generative-adversarial-network artificial-intelligence ai deep-learning deep-neural-networks artificial-intelligence-algorithms semi-supervised-learning dcgan

google-research / uda
semi-supervised-learning,Unsupervised Data Augmentation (UDA)
Organization: google-research
Home Page: https://arxiv.org/abs/1904.12848
semi-supervised-learning nlp cv tensorflow computer-vision natural-language-processing

gt-ripl / l2c
semi-supervised-learning,Learning to Cluster. A deep clustering strategy.
Organization: gt-ripl
clustering deep-learning deep-neural-networks artificial-neural-networks artificial-intelligence unsupervised-learning supervised-learning similarity-metric semi-supervised-learning transfer-learning

haochen-wang409 / u2pl
semi-supervised-learning,[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
User: haochen-wang409
mechine-learning computer-vision semantic-segmentation semi-supervised-learning contrastive-learning cvpr2022 pytorch cityscapes pascal-voc deep-learning

hfslyc / advsemiseg
semi-supervised-learning,Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
User: hfslyc
adversarial-learning computer-vision deep-learning pytorch semantic-segmentation semi-supervised-learning

hilab-git / dtc
semi-supervised-learning,Semi-supervised Medical Image Segmentation through Dual-task Consistency
Organization: hilab-git
Home Page: https://arxiv.org/pdf/2009.04448.pdf
semi-supervised-learning

hilab-git / ssl4mis
semi-supervised-learning,Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
Organization: hilab-git
semi-supervised-learning

hoangcuong2011 / good-papers
semi-supervised-learning,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
User: hoangcuong2011
deep-learning machine-learning natural-language-processing computer-vision gaussian-processes variational-autoencoders neural-machine-translation neural-network convolutional-networks semi-supervised-learning

ibelievecjm / tricks-of-semi-superviseddeepleanring-pytorch
semi-supervised-learning,PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch
User: ibelievecjm
semi-supervised-learning ict mixmatch meanteacher pi tempens pytorch pseudo-label ssl vat

kaiyangzhou / dassl.pytorch
semi-supervised-learning,A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
User: kaiyangzhou
pytorch benchmark-datasets semi-supervised-learning domain-adaptation domain-generalization deep-learning machine-learning computer-vision artificial-intelligence deep-neural-networks

kekmodel / fixmatch-pytorch
semi-supervised-learning,Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
User: kekmodel
deeplearning fixmatch pytorch randaugment semi-supervised-learning

ldkong1205 / lasermix
semi-supervised-learning,[CVPR 2023 Highlight] LaserMix for Semi-Supervised LiDAR Semantic Segmentation
User: ldkong1205
Home Page: https://ldkong.com/LaserMix
autonomous-driving lidar segmentation semi-supervised-learning

liheyoung / unimatch
semi-supervised-learning,[CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
User: liheyoung
Home Page: https://arxiv.org/abs/2208.09910
fixmatch semi-supervised-learning semi-supervised-segmentation

lukasruff / deep-sad-pytorch
semi-supervised-learning,A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
User: lukasruff
anomaly-detection deep-learning semi-supervised-learning one-class-learning pytorch python python3 machine-learning deep-anomaly-detection

mailong25 / self-supervised-speech-recognition
semi-supervised-learning,speech to text with self-supervised learning based on wav2vec 2.0 framework
User: mailong25
speech-recognition self-supervised-learning wav2vec vietnamese-speech-recognition speech-to-text semi-supervised-learning unsupervised-learning

microsoft / proda
semi-supervised-learning,Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
Organization: microsoft
Home Page: https://arxiv.org/abs/2101.10979
deep-learning neural-network domain-adaptation semantic-segmentation semi-supervised-learning pseudo-label computer-vision

microsoft / semi-supervised-learning
semi-supervised-learning,A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
Organization: microsoft
Home Page: https://usb.readthedocs.io
classification semi-supervised-learning transformer computer-vision deep-learning machine-learning natural-language-processing pytorch audio-classification low-resource

microsoft / softteacher
semi-supervised-learning,Semi-Supervised Learning, Object Detection, ICCV2021
Organization: microsoft
semi-supervised-learning object-detection iccv2021

minqi824 / adbench
semi-supervised-learning,Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
User: minqi824
anomaly-detection benchmark data-mining data-sicence deep-learning ensemble-learning machine-learning neural-networks outlier-detection python semi-supervised-learning supervised-learning unsupervised-learning

openvinotoolkit / training_extensions
semi-supervised-learning,Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Organization: openvinotoolkit
Home Page: https://openvinotoolkit.github.io/training_extensions/
openvino computer-vision deep-learning pytorch neural-networks-compression quantization hyper-parameter-optimization image-classification image-segmentation object-detection

samet-akcay / ganomaly
semi-supervised-learning,GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
User: samet-akcay
anomaly-detection gan semi-supervised-learning pytorch

seldonio / alibi-detect
semi-supervised-learning,Algorithms for outlier, adversarial and drift detection
Organization: seldonio
Home Page: https://docs.seldon.io/projects/alibi-detect/en/stable/
adversarial anomaly concept-drift data-drift detection drift-detection images outlier semi-supervised-learning tabular-data text time-series unsupervised-learning

sleepychord / improvedgan-pytorch
semi-supervised-learning,Semi-supervised GAN in "Improved Techniques for Training GANs"
User: sleepychord
deep-learning generative-adversarial-network semi-supervised-learning

songlab-cal / tape
semi-supervised-learning,Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
Organization: songlab-cal
Home Page: https://www.biorxiv.org/content/10.1101/676825v1
deep-learning protein-sequences protein-structure semi-supervised-learning benchmark language-modeling dataset pytorch

thuml / transfer-learning-library
semi-supervised-learning,Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Organization: thuml
Home Page: http://transfer.thuml.ai
domain-adaptation transfer-learning finetune unsupervised-domain-adaptation image-translation adversarial-learning deep-learning self-training semi-supervised-learning dann

torchssl / torchssl
semi-supervised-learning,A PyTorch-based library for semi-supervised learning (NeurIPS'21)
Organization: torchssl
semi-supervised-learning toolkit codebase pytorch machine-learning computer-vision deep-learning self-supervised-learning

vuptran / graph-representation-learning
semi-supervised-learning,Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)
User: vuptran
link-prediction node-classification semi-supervised-learning deep-learning autoencoders graph-representation

westlake-ai / openmixup
semi-supervised-learning,CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
Organization: westlake-ai
Home Page: https://openmixup.readthedocs.io
automix awesome-list awesome-mim awesome-mixup benchmark contrastive-learning data-augmentation data-generation deep-learning image-classifcation imagenet machine-learning masked-image-modeling mixup pytorch self-supervised-learning semi-supervised-learning vision-transformer

wjn1996 / hugnlp
semi-supervised-learning,HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊 HugNLP will released to @HugAILab
User: wjn1996
Home Page: https://wjn1996.github.io/blogs/HugNLP/
deep-learning few-shot-learning knowledge-enhancement natural-language-processing pre-trained-language-models prompt-based-learning pytorch semi-supervised-learning supervised-learning transformers

wohlert / semi-supervised-pytorch
semi-supervised-learning,Implementations of various VAE-based semi-supervised and generative models in PyTorch
User: wohlert
generative-models pytorch semi-supervised-learning

yassouali / awesome-semi-supervised-learning
semi-supervised-learning,😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
User: yassouali
computer-vision deep-learning generative-model graph-neural-networks machine-learning natural-language-processing semi-supervised-learning

yassouali / cct
semi-supervised-learning,:page_facing_up: Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).
User: yassouali
Home Page: https://yassouali.github.io/cct_page/
computer-vision semantic-segmentation semi-supervised-learning

yu1ut / mixmatch-pytorch
semi-supervised-learning,Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
User: yu1ut
deep-learning pytorch semi-supervised-learning

yyzharry / imbalanced-semi-self
semi-supervised-learning,[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
User: yyzharry
Home Page: https://arxiv.org/abs/2006.07529
imbalanced-learning imbalanced-classification semi-supervised-learning unlabeled-data self-supervised-learning long-tail long-tailed-recognition class-imbalance neurips neurips-2020 imbalanced-data