weakly-supervised-learning topic

List weakly-supervised-learning repositories

wrench

211
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30
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[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

CheXNet-with-localization

314
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108
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Weakly Supervised Learning for Findings Detection in Medical Images

Weakly-Supervised-Panoptic-Segmentation

160
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22
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Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

BOND

289
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34
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BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

COSINE

199
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25
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[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.

WTAL-Uncertainty-Modeling

123
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9
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Official Pytorch Implementation of 'Weakly-supervised Temporal Action Localization by Uncertainty Modeling' (AAAI-21)

Advances-in-Label-Noise-Learning

624
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57
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A curated (most recent) list of resources for Learning with Noisy Labels

CountSeg

161
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43
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Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020

DeepCO3

137
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15
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[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

CLAM

916
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318
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Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering