Tropical differential algebraic geometry restricts PINN hypothesis spaces to valid formal power series supports, improving convergence on Van der Pol and Burgers equations.
Hybrid deep learning model for automated colorectal cancer detection
2 Pith papers cite this work. Polarity classification is still indexing.
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A teacher-student knowledge distillation framework combining Swin Transformer and Vision Transformer reaches 99.78% and 99.28% accuracy with AUC 1.0 on two GI endoscopy datasets and uses Grad-CAM for interpretability.
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A Graph-Augmented knowledge Distillation based Dual-Stream Vision Transformer with Region-Aware Attention for Gastrointestinal Disease Classification with Explainable AI
A teacher-student knowledge distillation framework combining Swin Transformer and Vision Transformer reaches 99.78% and 99.28% accuracy with AUC 1.0 on two GI endoscopy datasets and uses Grad-CAM for interpretability.