29 citations · 59 across the 4 of their papers we have counts for
4 papers
Swin-Free: Achieving Better Cross-Window Attention and Efficiency with Size-varying Window
Jinkyu Koo, John Yang, Le An +2
Transformer models have shown great potential in computer vision, following their success in language tasks. Swin Transformer is one of them that outperforms convolution-based arch…
Emotional Video to Audio Transformation Using Deep Recurrent Neural Networks and a Neuro-Fuzzy System
Gwenaelle Cunha Sergio, Minho Lee
Generating music with emotion similar to that of an input video is a very relevant issue nowadays. Video content creators and automatic movie directors benefit from maintaining the…
Stacked DeBERT: All Attention in Incomplete Data for Text Classification
Gwenaelle Cunha Sergio, Minho Lee
In this paper, we propose Stacked DeBERT, short for Stacked Denoising Bidirectional Encoder Representations from Transformers. This novel model improves robustness in incomplete da…
Application of Genetic Algorithm for More Efficient Multi-Layer Thickness Optimization in Solar Cells
Premkumar Vincent, Gwenaelle Cunha Sergio, Jaewon Jang +5
Thin-film solar cells are predominately designed similar to a stacked structure. Optimizing the layer thicknesses in this stack structure is crucial to extract the best efficiency…