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Title: GitHub - SynthAether/deeplearning-models: A collection of various deep learning architectures, models, and tips

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Description: A collection of various deep learning architectures, models, and tips - SynthAether/deeplearning-models

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	https://patch-diff.githubusercontent.com/SynthAether/deeplearning-models/blob/master/pytorch-lightning_ipynb/ordinal/baseline-light_cement.ipynb
Rank Consistent Ordinal Regression for Neural Networks with Application to Age Estimation	https://www.sciencedirect.com/science/article/pii/S016786552030413X
	https://patch-diff.githubusercontent.com/SynthAether/deeplearning-models/blob/master/pytorch_ipynb/ordinal/CORAL_cement.ipynb
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Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional Probabilities	https://arxiv.org/abs/2111.08851
	https://patch-diff.githubusercontent.com/SynthAether/deeplearning-models/blob/master/pytorch_ipynb/ordinal/CORN_cement.ipynb
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Ordinal Regression with Multiple Output CNN for Age Estimation	https://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Niu_Ordinal_Regression_With_CVPR_2016_paper.pdf
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A simple squared-error reformulation for ordinal classification	https://arxiv.org/abs/1612.00775
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