This book provides in-depth coverage of transformer-based design techniques that enable CMOS oscillators and frequency dividers to achieve state-of-the-art performance. Design, optimization, and measured performance of oscillators and frequency dividers for different applications are discussed in detail, ...
In this work, we show that despite the approach is simple, it outperforms the state-of-the-art techniques by a significant margin. We perform extensive analysis and ablation studies that reveal several important findings, e.g., the absolute encoding of source code tokens' position hinders, ...
Thus, Uni-MOF represents a significant breakthrough in the field of material science with regards to the application of machine learning techniques. Furthermore, our Uni-MOF framework shows superior performance on cross-system datasets compared to single-system tasks and can accurately predict the ...
Although the research in machine translation has been going on since multiple decades, the newer approach of integrating deep learning techniques in natural language processing has led to significant improvements in the translation quality. In this paper, we have developed a Neural Machine Translation ...
Shidik GF, Noersasongko E, Nugraha A, Andono PN, Jumanto J, Kusuma EJ (2019) A systematic review of intelligence video surveillance: Trends techniques frameworks and datasets. IEEE Access 7:170457–170473 Article Google Scholar Sharma SK, Wang X (2020) Toward massive machine type communicatio...
Traditional ASR techniques require the domain-spe... G Riccardi - International Conference on Spoken Language Processing 被引量: 9发表: 2000年 Stereo-based histogram equalization for robust speech recognition Optimal automatic speech recognition (ASR) takes place when the recognition system is tested ...
level normalization and label smoothing. Residual dropout is applied before data normalization with a factor equal to 0.3 and then normalization is applied. The label smoothing method was applied during training with a parameter of 0.1. These regularization techniques improve the accuracy of the system...
R Levy,J Helszajn - 《Microwave Theory & Techniques IEEE Transactions on》 被引量: 69发表: 1982年 Adjoint higher order sensitivities for fast full-wave optimization of microwave filters For the first time, full-wave optimization exploiting adjoint Hessian matrices is applied to the design of mic...
In addition, other techniques including time-test augmentation (TTA) and wighted boxes fusion (WBF) help to achieve better accuracy and robustness. Our experiments demonstrate that ViT-YOLO significantly outperforms the state-of-the-art detectors and achieve one of the top results in VisDrone-DET...
To meet the increasing demand for precision medicine, machine-learning techniques11 have become the de facto choice for automatic yet intelligent medical diagnosis. Among these techniques, the development of deep learning12,13 endows machine-learning models with the ability to detect diseases from ...