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pseudo-label

Here are 14 public repositories matching this topic...

iBelieveCJM / Tricks-of-Semi-supervisedDeepLeanring-Pytorch

PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch

ssl pytorch pi vat semi-supervised-learning ict pseudo-label tempens meanteacher mixmatch fixmatch

Updated Mar 13, 2023
Python

microsoft / ProDA

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

computer-vision deep-learning neural-network semi-supervised-learning semantic-segmentation domain-adaptation pseudo-label

Updated Jul 6, 2023
Python

emadeldeen24 / CA-TCC

[TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification

time-series classification semi-supervised-learning transfer-learning representation-learning unsupervised-learning fine-tuning self-supervised-learning pseudo-label contrastive-learning

Updated May 22, 2024
Python

koshian2 / Pseudo-Label-Keras

Pseudo-Label: Semi-Supervised Learning on CIFAR-10 in Keras

keras semi-supervised-learning pseudo-label

Updated Nov 22, 2018
Python

emadeldeen24 / ADAST

[IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"

deep-learning time-series eeg self-training transfer-learning attention-mechanism domain-adaptation self-attention pseudo-label sleep-stage-classification

Updated Sep 6, 2023
Python

TFboys-lzz / MPSCL

This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation", published at IEEE JBHI 2022

pytorch cardiac-segmentation unsupervised-domain-adaptation pseudo-label contrastive-learning

Updated Jul 7, 2022
Python

stanleyjzheng / PyData-Pseudolabelling-Keynote

Accompanying notebook and sources to "A Guide to Pseudolabelling: How to get a Kaggle medal with only one model" (Dec. 2020 PyData Boston-Cambridge Keynote)

pydata kaggle pseudo-label pseudolabelling kaggle-days

Updated Jul 5, 2022
Jupyter Notebook

consequencesunintended / Pseudo-Labelling

Pseudo Labelling on MNIST dataset in Tensorflow 2.x

semi-supervised-learning mnist-dataset tesnorflow pseudo-label tensorflow2

Updated Jul 12, 2022
Jupyter Notebook

computational-cell-analytics / Probabilistic-Domain-Adaptation

Probabilistic Domain Adaptation for Biomedical Image Segmentation

deep-learning segmentation electron-microscopy domain-adaptation pseudo-label lung-xray probabilistic-unet livecell

Updated Aug 19, 2024
Python

chakkritte / PKD

[IEEE TII] On-Device Saliency Prediction Based on Pseudoknowledge Distillation

deep-learning knowledge-distillation on-device pseudo-label saliency-prediction

Updated Sep 3, 2024
Python

micolrosini / Real-Time-Domain-Adaptation-in-Image-Segmentation

The main objective of this repository is to become familiar with the task of Domain Adaptation applied to the Real-time Semantic Segmentation networks.

machine-learning real-time deep-learning cnn discriminator image-segmentation unsupervised-learning teacher-student adversarial-learning unsupervised-machine-learning domain-adaptation pythorch pseudo-label pseudo-label-training

Updated Feb 20, 2023
Python

MoleculeTransformers / moleculenet-bert-ssl

Semi-supervised learning techniques (pseudo-label, mixmatch, and co-training) for pre-trained BERT language model amidst low-data regime based on molecular SMILES from the Molecule Net benchmark.

ssl transformers pytorch smiles co-training moleculenet pseudo-label mixmatch

Updated Mar 17, 2023
Python

Shawn-Guo-CN / Multiple-Generation-Based-Knowledge-Distillation

Multiple Generation Based Knowledge Distillation: A Roadmap

machine-learning natural-language-processing label-smoothing pseudo-label reinfrocement-learning knowldge-distillation multi-generation

Updated Oct 31, 2021

reshalfahsi / semi-supervised-pseudo-labeling

Semi-Supervised Learning with Pseudo-Labeling

computer-vision pytorch semi-supervised-learning cifar-10 pseudo-labeling pytorch-implementation pseudo-label densenet121 pytorch-lightning cifar-10-dataset pseudo-label-training

Updated Oct 26, 2024
Jupyter Notebook

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