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significant improvements » significant improvement (Expand Search)
improvements decrease » improvements increased (Expand Search), improvements across (Expand Search)
significant decrease » significant increase (Expand Search), significantly increased (Expand Search)
significant improvements » significant improvement (Expand Search)
improvements decrease » improvements increased (Expand Search), improvements across (Expand Search)
significant decrease » significant increase (Expand Search), significantly increased (Expand Search)
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Improved model distillation structure.
Published 2025“…Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …”
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ZM Modifier.
Published 2025“…Experimental results show that the ZM modifier significantly improves the dynamic stability and rutting resistance of the mixture, with dynamic stability increasing to 5245 and rut depth decreasing to 2.26 mm at a dosage of 0.5%. …”