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cs.CV2024★ 1 cited
SMCL: Saliency Masked Contrastive Learning for Long-tailed Recognition
Sanglee Park, Seung-won Hwang, Jungmin So
Real-world data often follow a long-tailed distribution with a high imbalance in the number of samples between classes. The problem with training from imbalanced data is that some…
cs.CV2020★ 47 cited
An Ensemble of Simple Convolutional Neural Network Models for MNIST Digit Recognition
Sanghyeon An, Minjun Lee, Sanglee Park +2
We report that a very high accuracy on the MNIST test set can be achieved by using simple convolutional neural network (CNN) models. We use three different models with 3x3, 5x5, an…