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  • Search: subject:"Weight-drift"
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Absolute-rarity 1 Rare-Transfer 1 Skin lesion 1 Source 1 Target 1 Weight convergence 1 Weight-drift 1
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Janghel, Rekh Ram 1 Sahu, Satya Prakash 1 Singh, Lokesh 1
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Data Technologies and Applications 1
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A boosting-based transfer learning method to address absolute-rarity in skin lesion datasets and prevent weight-drift for melanoma detection
Singh, Lokesh; Janghel, Rekh Ram; Sahu, Satya Prakash - In: Data Technologies and Applications 57 (2022) 1, pp. 1-17
and stochastic weight convergence, which results in “weight-drift” that negates transfer. In this paper, a framework is … designed utilizing the “Rare-Transfer” (RT), a boosting-based TL algorithm, that prevents “weight-drift” and simultaneously …
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