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Top 4 label-noise open source projects
IDN
AAAI 2021: Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise
✭ 21
python
deep-neural-networks
noisy-data
label-noise
noisy-labels
robust-learning
instance-dependent-noise
Active-Passive-Losses
[ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels
✭ 92
python
shell
deep-neural-networks
deep-learning
pytorch
icml
noisy-data
label-noise
noisy-labels
unreliable-labels
robust-learning
icml-2020
Advances-in-Label-Noise-Learning
A curated (most recent) list of resources for Learning with Noisy Labels
✭ 360
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
clean-net
Tensorflow source code for "CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise" (CVPR 2018)
✭ 86
python
computer-vision
deep-learning
tensorflow
transfer-learning
large-scale-learning
label-noise
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label-noise projects