2023920 · Herein, firstly exploiting a data-driven machine learning (ML) approach, this study aims to precisely predict the inhibition efficiency of CDs and optimize their synthesis route, resulting in the controlled synthesis of CDs-based corrosion inhibitors.
view more2021325 · Ore Sorting Automation for Copper Mining with Advanced XRF Technology: From Theory to Case Study Jukka Raatikainen1*, Ilpo Auranen2*, Nicolás Pérez3
view more2022415 · Proceedings of the 37th International Conference on Machine Learning: Puzzle mix: exploiting saliency and local statistics for optimal mixup
view more202328 · Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup. niscent of the sliding block puzzle and thus the name Puzzle Mix. Additionally, we impose the objective to respect the various underlying local statistics encouraging the optimiza-tion to preserve the structural integrity of each data. The proposed method alternates between ...
view more2020712 · Figure 2. (a) Mixed saliency ||h(s(x0), s(x1))||1. Note the saliency map of each input s(xk) is normalized to sum up to 1. (b) Total variation of mixed data. (c) Cross entropy loss of mixup data and the corresponding soft-label evaluated by the vanilla classifier (ResNet18). (d) Top-1 prediction accuracy of mixed data. Prediction is counted …
view more201719 · The production process of paint is to make the raw materials into final products. It is a ‘material transformation process’. This process includes mixing, homogenizing and dispersing. Manufacturers usually choose proper paint making machines according to the type of paint and its features. After choosing the machine, they …
view more202243 · Puzzle Mix is a data augmentation method useful for optimally leveraging the saliency information respecting the local statistics of the..
view moreTo estimate the mixing matrix in underdetermined mixing systems, we propose a novel method by exploiting the sparsity of sources. We utilize the pairwise relationships among all of the mixture representations to detect the single source points in the time-frequency (TF) domain, i.e., the positions where only one source contributed dominantly. The mixture …
view more199287 · Fluid mixing is a successful application of chaos. Theory anticipates the coexistence of order and disorder—symmetry and chaos—as well as self-similarity and multifractality arising from repeated stretching and folding. Experiments and computations, in turn, provide a point of confluence and a visual analog for chaotic behavior, multiplicative …
view more2022214 · In this paper, to exploit both global and local dependencies without self-attention, we present Mix-Shift-MLP (MS-MLP) which makes the size of the local receptive field used for mixing increase ...
view moreBased on over 30 years' experiences in design, production and service of crushing and s
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