MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principleby Wuyue Yang,…
Beyond Tree Models: A Hybrid Model of KAN and gMLP for Large-Scale Financial Tabular Databy…
ILASH: A Predictive Neural Architecture Search Framework for Multi-Task Applicationsby Md Hafizur Rahman, Md Mashfiq…
ConsistentFeature: A Plug-and-Play Component for Neural Network Regularizationby RuiZhe Jiang, Haotian LeiFirst submitted to arxiv…
Automated Toll Management System Using RFID and Image Processingby Raihan Ahmed, Shahed Chowdhury Omi, Md.…
CBOL-Tuner: Classifier-pruned Bayesian optimization to explore temporally structured latent spaces for particle accelerator tuningby Mahindra…
Quantum Pointwise Convolution: A Flexible and Scalable Approach for Neural Network Enhancementby An Ning, Tai-Yue…
Leveraging Intermediate Neural Collapse with Simplex ETFs for Efficient Deep Neural Networksby Emily LiuFirst submitted…
DSSRNN: Decomposition-Enhanced State-Space Recurrent Neural Network for Time-Series Analysisby Ahmad Mohammadshirazi, Ali Nosratifiroozsalari, Rajiv RamnathFirst…
Jacobian-Enforced Neural Networks (JENN) for Improved Data Assimilation Consistency in Dynamical Modelsby Xiaoxu TianFirst submitted…