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most citedIdentifying Melanoma Images using EfficientNet Ensemble: Winning Solution to the SIIM-ISIC Melanoma Classification Challenge

46 citations · 57 across the 6 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.CV2020★ 46 cited

Identifying Melanoma Images using EfficientNet Ensemble: Winning Solution to the SIIM-ISIC Melanoma Classification Challenge

Qishen Ha, Bo Liu, Fuxu Liu

We present our winning solution to the SIIM-ISIC Melanoma Classification Challenge. It is an ensemble of convolutions neural network (CNN) models with different backbones and input…

cs.CV2020★ 9 cited

Google Landmark Recognition 2020 Competition Third Place Solution

Qishen Ha, Bo Liu, Fuxu Liu +1

We present our third place solution to the Google Landmark Recognition 2020 competition. It is an ensemble of global features only Sub-center ArcFace models. We introduce dynamic m…