Model architecture and algorithm of TIP: (a) Model overview with its image encoder, tabular encoder, and multimodal interaction module, which are pre-trained using 3 SSL losses: $\mathcal{L}_{itc}$, $ ...
Abstract: Tabular data is the most prevalent form of structured data, necessitating robust models for classification and regression tasks. Traditional models like eXtreme Gradient Boosting (XGBoost) ...
Abstract: Imbalanced data exist extensively in the real world, and the classification of imbalanced data is a hot topic in machine learning. In order to classify imbalanced data more effectively, an ...
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