Culprit-Prune-Net: Efficient Continual Sequential Multi-domain Learning with Application to Skin Lesion Classification
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Publisher
Springer International Publishing
Link
https://link.springer.com/content/pdf/10.1007/978-3-030-87234-2_16
Reference26 articles.
1. Aketi, S.A., Roy, S., Raghunathan, A., Roy, K.: Gradual channel pruning while training using feature relevance scores for convolutional neural networks. IEEE Access 8, 171924–171932 (2020)
2. Aljundi, R., Chakravarty, P., Tuytelaars, T.: Expert gate: lifelong learning with a network of experts. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3366–3375 (2017)
3. Ballerini, L., Fisher, R.B., Aldridge, B., Rees, J.: A color and texture based hierarchical K-NN approach to the classification of non-melanoma skin lesions. In: Celebi, M., Schaefer, G. (eds.) Color Medical Image Analysis, pp. 63–86. Springer, Dordrecht (2013)
4. Bromley, J., Guyon, I., LeCun, Y., Säckinger, E., Shah, R.: Signature verification using a ‘siamese’ time delay neural network. In: Advances in Neural Information Processing Systems, p. 737 (1994)
5. Chen, Z., Liu, B.: Lifelong machine learning. In: Synthesis Lectures on Artificial Intelligence and Machine Learning, vol. 12, no. 3, pp. 1–207 (2018)
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