Titlebook: Neural Information Processing; 28th International C Teddy Mantoro,Minho Lee,Achmad Nizar Hidayanto Conference proceedings 2021 Springer Nat

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Zuoyan Li,Wenyuan Yang,Ruixin Liu,Yuesheng Zhuaron on the other, as is vividly narrated in the Bible, must have realised that people (at least those living at, or near the eternal battlefields of the Middle East) have always had kn978-3-642-08968-8978-3-540-70777-6

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BFConv: Improving Convolutional Neural Networks with?Butterfly Convolutionate BFConv into ResNet-50, ShuffleNet and VGG-16. Experimental results on CIFAR-10 and ImageNet demonstrate the above BFConv-equipped networks reduce parameters and computation, achieving similar or higher accuracy. Remarkably, when ResNet-50 embedded BFConv reaches nearly half of the compression ra

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Manipulation-Invariant Fingerprints for?Cross-Dataset Deepfake Detection align the fingerprint distributions from face images forged by different methods, building up the manipulation-fingerprints that could train a more generalized classifier. We impose a mask drop regularization on the discriminator and the classifier to enrich the fingerprint space and further boost

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Low-Resource Neural Machine Translation Using Fast Meta-learning Methodlanguage without seed dictionary. Meanwhile, we update the meta-parameters by calculating the cumulative gradient on different tasks to replace the second-order term in the ordinary meta-learning method, which not only pays attention to the potential but also improves the calculation efficiency. We

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