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Reducing Domain Gap via Style-Agnostic Networks
Deep learning models often fail to maintain their performance on new tes...
10/25/2019 ∙ by Hyeonseob Nam, et al. ∙
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SRM : A Style-based Recalibration Module for Convolutional Neural Networks
Following the advance of style transfer with Convolutional Neural Networ...
03/26/2019 ∙ by Hyunjae Lee, et al. ∙
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Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks
Real-world image recognition is often challenged by the variability of v...
05/21/2018 ∙ by Hyeonseob Nam, et al. ∙
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Dual Attention Networks for Multimodal Reasoning and Matching
We propose Dual Attention Networks (DANs) which jointly leverage visual ...
11/02/2016 ∙ by Hyeonseob Nam, et al. ∙
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Modeling and Propagating CNNs in a Tree Structure for Visual Tracking
We present an online visual tracking algorithm by managing multiple targ...
08/25/2016 ∙ by Hyeonseob Nam, et al. ∙
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