learning-with-noisy-labels

Here are 12 public repositories matching this topic...

weijiaheng / Advances-in-Label-Noise-Learning

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

deep-neural-networks deep-learning conference paper weakly-supervised-learning robustness international-conference noisy-data label-noise robust-machine-learning noisy-labels noisy-label-learning learning-with-noisy-labels unreliable-labels robust-learning learning-with-label-noise

Updated Oct 18, 2024

dataqa / nlp-labelling

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Labelling platform for text using weak supervision.

nlp search-engine data-science natural-language-processing text-mining text-classification weak-supervision ner nlp-machine-learning annotation-tool pseudo-labeling learning-with-noisy-labels data-labeling text-annotation-tool learning-with-limited-labeled-data

Updated Jun 24, 2022
JavaScript

yueyu1030 / 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'.

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

Updated Aug 17, 2022
Python

som-shahlab / trove

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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

Updated Dec 23, 2022
Python

XLearning-SCU / 2022-CVPR-DART

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

person-reid learning-with-noisy-labels cross-modality-re-identification

Updated Feb 1, 2024
Python

lijichang / LNL-NCE

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

mixup neighborhood-based learning-with-noisy-labels fixmatch

Updated Apr 11, 2023
Python

JackonYang / porn-hot-classification

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Tensorflow 版本的图片鉴黄。not suitable/safe for work (NSFW) images detection using Tensorflow

image-recognition nsfw porn-detection nsfw-recognition image-classfication learning-with-noisy-labels tensorflow2

Updated Apr 11, 2020
Jupyter Notebook

Kangningthu / SUM

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Uncertainty-aware Fine-tuning of Segmentation Foundation Models (NeurIPS 2024).

segmentation learning-with-noisy-labels pseudo-labels foundation-models

Updated Jan 9, 2025
Python

songheony / TAkS

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Official code of "No Regret Sample Selection with Noisy Labels"

pytorch online-learning noisy-labels learning-with-noisy-labels

Updated Mar 7, 2023
Python

cshaowang / NetAb

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Learning with Noisy Labels for Sentence-level Sentiment Classification

sentiment-classification learning-with-noisy-labels

Updated Jul 26, 2021
Python

lijichang / FLNL-FedDiv

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federated-learning learning-with-noisy-labels

Updated Feb 16, 2024

cswjl / eps-softmax

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$\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise, NeurIPS 2024

learning-with-noisy-labels neurips2024 robust-loss-functions epsilon-softmax

Updated Oct 28, 2024
Python

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learning-with-noisy-labels

Here are 12 public repositories matching this topic...

weijiaheng / Advances-in-Label-Noise-Learning

dataqa / nlp-labelling

yueyu1030 / COSINE

som-shahlab / trove

XLearning-SCU / 2022-CVPR-DART

lijichang / LNL-NCE

JackonYang / porn-hot-classification

Kangningthu / SUM

songheony / TAkS

cshaowang / NetAb

lijichang / FLNL-FedDiv

cswjl / eps-softmax

Improve this page

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