pseudo-labeling

"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)

pytorch uncertainty calibration semi-supervised-learning pseudo-labeling

UpdatedMay 17, 2023
Python

yueyu1030 /COSINE

Star201

[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.

text-classification weak-supervision dataset self-training language-model slot-filling weakly-supervised-learning fine-tuning pseudo-labeling roberta learning-with-noisy-labels agnews sentence-pair-classification contrastive-learning roberta-model

UpdatedAug 17, 2022
Python

sidgan /ETCI-2021-Competition-on-Flood-Detection

Star167

Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training

python deep-learning pytorch semi-supervised-learning segmentation pseudo-labeling floods noisy-student arxiv-papers

UpdatedJun 19, 2022
Jupyter Notebook

fcjian /PromptDet

Star165

PromptDet: Towards Open-vocabulary Detection using Uncurated Images, ECCV2022

computer-vision vocabulary self-training object-detection clip zero-shot-learning pseudo-labeling web-image prompt-learning regional-prompt novel-categories eccv2022

UpdatedSep 18, 2022
Python

zchoi /S2-Transformer

Star83

[IJCAI 2022] Official Pytorch code for paper “S2 Transformer for Image Captioning”

pytorch transformer image-captioning pseudo-classes ms-coco pseudo-labeling vision-language ijcai2022

UpdatedAug 14, 2024
Python

som-shahlab /trove

Star72

Weakly supervised medical named entity classification

text-classification ontology weak-supervision ner biomedical umls bert weakly-supervised-learning pseudo-labeling learning-with-noisy-labels umls-metathesaurus

UpdatedDec 23, 2022
Python

hellowangqian /domain-adaptation-capls

Star58

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

zero-shot-learning structured-prediction domain-adaptation pseudo-labeling unsupervised-domain-adaptation office-home

UpdatedJan 29, 2022
MATLAB

Senyh /UCMT

Star49

[IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation

semi-supervised-learning segmentation pseudo-labeling mixup medical-image-segmentation consistency-regularization

UpdatedMay 14, 2024
Python

Gorilla-Lab-SCUT /TTAC

Star47

[NeurIPS 2022] Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering

deep-learning domain-adaptation pseudo-labeling test-time-adaptation test-time-training

UpdatedOct 6, 2023
Python

majidseydgar /Res-CP

Star46

Semi-Supervised Hyperspectral Image Classification

deep-neural-networks semi-supervised-learning hyperspectral-image-classification pseudo-labeling

UpdatedAug 11, 2022
Python

Ikhyeon-Cho /urban-traversability-dataset

Star40

The dataset for the paper 'Learning self-supervised traversability with navigation experiences of mobile robots: A risk-aware self-training approach'

rosbag pseudo-labeling self-supervised-learning traversability-mapping robotic-perception traversability-learning

UpdatedOct 24, 2024
CMake

nayeemrizve /TRSSL

Star39

"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)

machine-learning deep-learning clustering open-world pytorch uncertainty semi-supervised-learning optimal-transport pseudo-labeling sinkhorn-knopp novel-class-discovery open-world-learning open-world-semi-supervised-learning

UpdatedMar 14, 2023
Python

nayeemrizve /OpenLDN

Star33

"OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah (ECCV 2022)

machine-learning deep-learning clustering open-world semi-supervised-learning pseudo-labeling open-world-classification bi-level-optimization novel-class open-world-semi-supervised-learning

UpdatedMar 14, 2023
Python

RoadoneP /ECCV2024_MBS

Star30

[ECCV2024] Mitigating Background Shift in Class-Incremental Semantic Segmentation

computer-vision segmentation semantic-segmentation knowledge-distillation incremental-learning pseudo-labeling continual-learning class-incremental-learning eccv2024 class-incremental-semantic-segmentation

UpdatedAug 16, 2024
Python

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