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06/17/2022
TKIL: Tangent Kernel Approach for Class Balanced Incremental Learning
When learning new tasks in a sequential manner, deep neural networks ten...
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06/03/2022
Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation
Many medical datasets have recently been created for medical image segme...
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02/26/2021
Knowledge Distillation Circumvents Nonlinearity for Optical Convolutional Neural Networks
In recent years, Convolutional Neural Networks (CNNs) have enabled ubiqu...
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06/12/2020