نتایج جستجو برای: shifting bottleneck
تعداد نتایج: 45037 فیلتر نتایج به سال:
Information bottleneck is an information-theoretic principle of representation learning that aims to learn a maximally compressed preserves as much information about labels possible. Under this principle, two different methods have been proposed, i.e., (IB) and deterministic (DIB), gained significant progress in explaining the mechanisms deep algorithms. However, these theoretical empirical suc...
The information bottleneck (IB) method is a technique for extracting that relevant predicting the target random variable from source variable, which typically implemented by optimizing IB Lagrangian balances compression and prediction terms. However, hard to optimize, multiple trials tuning values of multiplier are required. Moreover, we show performance strictly decreases as gets stronger duri...
Container terminal capacity is often limited by (in)efficiency bottlenecks. This paper provides the design and proof of concept for bottleneck mitigation cycle (BMC), consisting three steps: classification, detection alleviation. While, often, literature only focuses on alleviation a single ignores interdependencies, this research uses shifting method thereby considers variety possible infrastr...
This work presents a novel robust wavelet-tree-based watermarking method based on structure-based quantization. Wavelet-trees are arranged into super-trees. The watermark bits are then embedded into the super-trees by using the proposed structure-based quantization method. Next, the super-trees are quantized into a significant structure according to these bits. The quantized super-tree has a st...
The bottleneck (BN) of a production line is a machine that impedes the system’s performance in the strongest manner. It has been shown in the previous work that the so-called downtime bottlenecks (DT-BNs) are of main industrial importance. In this paper, a method for DT-BN identification is developed in the framework of serial production lines with unreliable (Markovian) machines and finite buf...
This paper presents an analysis of an emerging bottleneck in organism engineering, and paths by which it may be overcome. Recent years have seen the development of a profusion of synthetic biology tools, largely falling into two categories: high-level "design" tools aimed at mapping from organism specifications to nucleic acid sequences implementing those specifications, and low-level "build an...
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