Mops-net: A matrix optimization-driven network fortask-oriented 3d point cloud downsampling

Y Qian, J Hou, Q Zhang, Y Zeng, S Kwong… - arXiv preprint arXiv …, 2020 - arxiv.org
matrix of size m × m. The constraints force S to be an ideal sampling matrix, ie, S only contains
m columns of a permutation matrix of … able to maintain the high performance for a specific …

Design and application of an S-box using complete Latin square

Z Hua, J Li, Y Chen, S Yi - Nonlinear Dynamics, 2021 - Springer
… analyses show that the S-box generated by our proposed method has a high performance
… In the permutation process, the row permutation matrix and column permutation matrix are …

An energy-efficient permutation flowshop scheduling problem

H Öztop, MF Tasgetiren, DT Eliiyi, QK Pan… - Expert systems with …, 2020 - Elsevier
performance of the heuristic algorithms on these small-scale problems. For larger problems,
we obtain the time-limited model results as a heuristic, and the performance … complex matrix

BayesDAG: Gradient-based posterior inference for causal discovery

Y Annadani, N Pawlowski, J Jennings… - Advances in …, 2023 - proceedings.neurips.cc
… To get the binary permutation matrix, we apply the Hungarian … variational distributions over
permutation matrices. However, … We establish the validity of performing Bayesian inference in …

RP-LPP: a random permutation based locality preserving projection for cancelable biometric recognition

N Kumar, M Rawat - Multimedia Tools and Applications, 2020 - Springer
… In this section, we critically analyse the performance of the proposed method ie RP-LPP …
generated templates by changing the random permutation matrix P. The analysis is similar to [15]…

[HTML][HTML] Permutation inference for canonical correlation analysis

AM Winkler, O Renaud, SM Smith, TE Nichols - Neuroimage, 2020 - Elsevier
… , will have already been permuted, and will both … the permutation matrices P Y and P X are
both identity matrices (of sizes N ’ and N ’’ , respectively), which is equivalent to no permutation

Advanced feature learning on point clouds using multi-resolution features and learnable pooling

KT Wijaya, DH Paek, SH Kong - Remote Sensing, 2024 - mdpi.com
… are row-permuted by the same permutation matrix, and since the permutation matrices are …
We visualize the part segmentation results in Figure 4 to demonstrate the high performance of …

Simple hardware-efficient long convolutions for sequence modeling

DY Fu, EL Epstein, E Nguyen… - International …, 2023 - proceedings.mlr.press
… in performance and efficiency: directly learning long convolutions over the sequence. We find
that a key requirement to achieving high performance … P denotes a permutation matrix that …

Monarch: Expressive structured matrices for efficient and accurate training

T Dao, B Chen, NS Sohoni, A Desai… - International …, 2022 - proceedings.mlr.press
… to dense weight matrices, the model is able to reach the same performance of another model
… b ,n)), multiplied on the left and right with appropriate permutation matrices. We denote the …

… a multifunctional mesoporous composite of metallic cobalt nanoparticles and nitrogen‐doped reduced graphene oxides for highperformance lithium–sulfur batteries

L Gai, C Zhao, Y Zhang, Z Hu, Q Shen - Carbon Energy, 2022 - Wiley Online Library
… mesoporous carbonaceous matrix Co/NrGO and its appropriate permutation in a cell
configuration play an equally important role in the development of high-performance Li–S batteries. …