• Zoneout

  • Referenced in 5 articles [sw36444]
  • Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations. We propose zoneout, a novel method ... regularizing RNNs. At each timestep, zoneout stochastically forces some hidden units to maintain their previous ... pseudo-ensemble, improving generalization. But by preserving instead of dropping hidden units, gradient information ... perform an empirical investigation of various RNN regularizers, and find that zoneout gives significant performance...
  • singer_lattice

  • Referenced in 4 articles [sw22695]
  • buildings that preserve types, act regularly on each type of edge, and whose vertex stabilizers...
  • MEDITOMO

  • Referenced in 1 article [sw00568]
  • total variation seminorm as the edge-preserving regularization in both algorithms and the development...
  • CTF

  • Referenced in 8 articles [sw25687]
  • framework preserves tensor structure by subdividing tensors cyclically, producing a regular parallel decomposition. An internal...
  • SIRF

  • Referenced in 4 articles [sw27454]
  • dynamic gradient sparsity regularizer. The former is to preserve accurate spectral information...
  • GLIMPSE

  • Referenced in 9 articles [sw23326]
  • regular expressions. In a sense, glimpse extends agrep to entire file systems, while preserving most...
  • LSTRS

  • Referenced in 32 articles [sw04729]
  • large-scale trust-region subproblems and regularization A MATLAB 6.0 implementation of the LSTRS method ... matrix-vector multiplication routine. Therefore, the implementation preserves the matrix-free nature of the method...
  • GEOMS

  • Referenced in 2 articles [sw00340]
  • order 5. This regularization technique reduces the index under preservation of all information...
  • WORHP

  • Referenced in 17 articles [sw10824]
  • required, but some smoothness and regularity assumptions are necessary for the underlying theory ... graph-coloring methods to finite differences, structure-preserving sparse named after Broyden, Fletcher, Goldfarb...
  • TensorToolbox

  • Referenced in 1 article [sw17589]
  • also show that the regularity of the target function is preserved by the univariate functions ... cores. For functions with appropriate regularity, the resulting spectral tensor-train decomposition combines the favorable...
  • BicSPAM

  • Referenced in 3 articles [sw29972]
  • critical task for biomedical applications. Order-preserving biclusters, submatrices where the values of rows induce ... same linear ordering across columns, capture local regularities with constant, shifting, scaling and sequential assumptions ... positioning of biclusters. However, existing order-preserving approaches suffer from robustness, scalability and/or flexibility issues...
  • PL-ranking

  • Referenced in 2 articles [sw28415]
  • preserved while the number of iterations is reduced. Finally, low-rank based regularization is applied...
  • Albumentations

  • Referenced in 2 articles [sw32338]
  • preserve output labels. In computer vision domain, image augmentations have become a common implicit regularization...
  • IDA

  • Referenced in 1 article [sw00434]
  • both regular and general meshes using various types of splines (including shape preserving ones...
  • tvR

  • Referenced in 1 article [sw35571]
  • noisy signal and images via Total Variation Regularization. Reducing the total variation of the given ... known to remove spurious detail while preserving essential structural details. For the seminal work...
  • ThinIt

  • Referenced in 1 article [sw21261]
  • paper: P. Dłotko, R. Specogna ”Topology preserving thinning for cell complexes” IEEE Transactions on Image ... regular paper...
  • SORTCHIP

  • Referenced in 2 articles [sw09053]
  • stream is sorted according to the tags preserving the order of words with identical tags ... full custom design exploits the highly regular architecture to achieve high area and time performance...
  • ColDICE

  • Referenced in 1 article [sw18060]
  • when needed at runtime. In order to preserve in the best way the Hamiltonian nature ... using the fast Fourier method on a regular rectangular grid, similarly to particle in cells...
  • I2DUPEN

  • Referenced in 1 article [sw38695]
  • filtering. The presented I2DUPEN method solves a regularized weighted least squares problem where the weights ... improve the performance of the algorithm preserving reconstructions of good quality. Just as the original...