learning-with-noisy-labels topic

List learning-with-noisy-labels repositories

cleanlab

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The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

nlp-labelling

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Labelling platform for text using weak supervision.

COSINE

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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'.

Advances-in-Label-Noise-Learning

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

trove

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Weakly supervised medical named entity classification

2022-CVPR-DART

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PyTorch implementation for Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification (CVPR 2022).

LNL-NCE

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A pytorch implementation for "Neighborhood Collective Estimation for Noisy Label Identification and Correction", which is accepted by ECCV2022.