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Density conditioning in video saliency models can yield performance gains without the need for larger model architectures, challenging the notion that bigger is always better.
Feature-level knowledge distillation boosts dead tree detection accuracy, achieving a Mean Tree IoU of 0.106 and demonstrating robust performance across diverse forest types.