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Found 7 papers, 0 papers with code
HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task
This paper presents the submission of Huawei Translation Services Center (HW-TSC) to WMT 2021 Efficiency Shared Task.
A spectral-spatial fusion anomaly detection method for hyperspectral imagery
In hyperspectral, high-quality spectral signals convey subtle spectral differences to distinguish similar materials, thereby providing unique advantage for anomaly detection.
DiriNet: A network to estimate the spatial and spectral degradation functions
To learn the spatial response function and the point spread function from the image pairs to be fused, we propose a Dirichlet network, where both functions are properly constrained.
A Permutation-Invariant Representation of Neural Networks with Neuron Embeddings
A key property of this representation is that there are multiple representations of a network which can be obtained by permuting the order of the neurons.
Best Student Forcing: A Simple Training Mechanism in Adversarial Language Generation
Recently, various approaches with Generative Adversarial Nets (GANs) have also been proposed.
Stochastic Gradient Descent for Nonconvex Learning without Bounded Gradient Assumptions
While the behavior of SGD is well understood in the convex learning setting, the existing theoretical results for SGD applied to nonconvex objective functions are far from mature.
Consistency Analysis of an Empirical Minimum Error Entropy Algorithm
The error entropy consistency, which requires the error entropy of the learned function to approximate the minimum error entropy, is shown to be always true if the bandwidth parameter tends to 0 at an appropriate rate.
