Repository navigation

learning-with-noisy-labels

Website
Wikipedia

weijiaheng / Advances-in-Label-Noise-Learning

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

noisy-labels robustness 深度神经网络 learning-with-noisy-labels 深度学习 Bukkit conference noisy-data robust-machine-learning

691

6 个月前

dataqa / nlp-labelling

Labelling platform for text using weak supervision.

data-labeling 数据科学 annotation-tool text-mining search-engine 自然语言处理 ner learning-with-noisy-labels weak-supervision text-classification

JavaScript

262

3 年前

yueyu1030 / COSINE

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

weak-supervision language-model fine-tuning text-classification slot-filling learning-with-noisy-labels contrastive-learning roberta dataset

Python

202

3 年前

som-shahlab / trove

Weakly supervised medical named entity classification

weak-supervision bert learning-with-noisy-labels ner text-classification biomedical ontology

Python

2 年前

XLearning-SCU / 2022-CVPR-DART

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

person-reid learning-with-noisy-labels

Python

1 年前

lijichang / LNL-NCE

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

learning-with-noisy-labels mixup

Python

2 年前

JackonYang / porn-hot-classification

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

nsfw nsfw-recognition tensorflow2 image-recognition learning-with-noisy-labels

Jupyter Notebook

5 年前

Kangningthu / SUM

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

foundation-models learning-with-noisy-labels segmentation

Python

3 个月前

songheony / TAkS

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

noisy-labels learning-with-noisy-labels online-learning PyTorch

Python

2 年前

cshaowang / NetAb

Learning with Noisy Labels for Sentence-level Sentiment Classification

learning-with-noisy-labels sentiment-classification

Python

4 年前

lijichang / FLNL-FedDiv

federated-learning learning-with-noisy-labels

1 年前

cswjl / eps-softmax

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

learning-with-noisy-labels

Python

6 个月前