This project implements state-of-the-art deep learning models for financial time series forecasting with a focus on uncertainty quantification. The system provides not just point predictions, but ...
1 Department of Computer Science and Engineering, Sungkyunkwan University, Suwon, Republic of Korea 2 Department of Systems Management Engineering, Sungkyunkwan University, Suwon, Republic of Korea ...
Abstract: To address the issues of low accuracy and imbalanced datasets in transformer fault diagnosis, this paper proposes a fault diagnosis model based on a multi-scale one-dimensional convolutional ...
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Smartwatch heart signals may offer an accurate and safe way to verify age online
Age checks no longer stop at store counters or ticket booths. They now shape access to social media, online games, streaming services, and regulated products such as alcohol, tobacco, and gambling. In ...
Abstract: Modern deep neural networks, particularly transformer architectures, have achieved unprecedented performance across various domains through sophisticated mathematical structures that remain ...
This is the official repository of CascadedViT: Cascaded Chunk-FeedForward and Cascaded Group Attention Vision Transformer Srivathsan Sivakumar, Faisal Z. Qureshi CascadedViT uses Chunk-FFNs with a ...
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