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Found 5 papers, 4 papers with code
Application of Genetic Algorithm for More Efficient Multi-Layer Thickness Optimization in Solar Cells
The commonplace method used in optimization simulations, such as for optimizing the optical spacer layers' thicknesses, is the parameter sweep.
Stacked DeBERT: All Attention in Incomplete Data for Text Classification
This is due to the fact that current approaches are built for and trained with clean and complete data, and thus are not able to extract features that can adequately represent incomplete data.
Emotional Video to Audio Transformation Using Deep Recurrent Neural Networks and a Neuro-Fuzzy System
In this study, we propose a novel hybrid deep neural network that uses an Adaptive Neuro-Fuzzy Inference System to predict a video's emotion from its visual features and a deep Long Short-Term Memory Recurrent Neural Network to generate its corresponding audio signals with similar emotional inkling.
Attentively Embracing Noise for Robust Latent Representation in BERT
We propose using all encoded transformer tokens and further encode them using a novel attentive embracement layer and multi-head attention layer.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+6
Swin-Free: Achieving Better Cross-Window Attention and Efficiency with Size-varying Window
To mitigate this issue, we propose Swin-Free in which we apply size-varying windows across stages, instead of shifting windows, to achieve cross-connection among local windows.
