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Diversified Mutual Learning for Deep Metric Learning
Mutual learning is an ensemble training strategy to improve generalizati...
09/09/2020 ∙ by Wonpyo Park, et al. ∙
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BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition
The datasets of face recognition contain an enormous number of identitie...
08/15/2020 ∙ by Yonghyun Kim, et al. ∙
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GroupFace: Learning Latent Groups and Constructing Group-based Representations for Face Recognition
In the field of face recognition, a model learns to distinguish millions...
05/21/2020 ∙ by Yonghyun Kim, et al. ∙
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Regularizing Neural Networks via Stochastic Branch Layers
We introduce a novel stochastic regularization technique for deep neural...
10/03/2019 ∙ by Wonpyo Park, et al. ∙
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Relational Knowledge Distillation
Knowledge distillation aims at transferring knowledge acquired in one mo...
04/10/2019 ∙ by Wonpyo Park, et al. ∙
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