Semi-Supervised Image Classification (Cold Start)
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Benchmarks
CIFAR-10, 100 Labels
결과 4개
CIFAR-10, 30 Labels
결과 2개
CIFAR-10, 40 Labels
결과 2개
DeepWeeds, 99 Labels
결과 2개
EuroSAT, 100 Labels
결과 2개
EuroSAT, 20 Labels
결과 2개
Imagenette, 100 Labels
결과 2개
Imagenette, 20 Labels
결과 2개
Most implemented
Unsupervised Selective Labeling for More Effective Semi-Supervised Learning
2021-10-06 · 구현 1개
Papers
Unsupervised Selective Labeling for More Effective Semi-Supervised Learning
2021-10-06
· Xudong Wang, Long Lian, Stella X. Yu
Given an unlabeled dataset and an annotation budget, we study how to selectively label a fixed number of instances so that semi-supervised learning (SSL) on such a partially labeled dataset is most effective. We focus on…
Active LearningSemi-Supervised Image Classification (Cold Start)