In this paper, a high-efficiency encoder-decoder structure, inspired by the top-down attention mechanism in human brain perception and named human-like perception attention network (HPANet), is ...

In this study, we propose a novel lightweight model specifically for reliable traffic perception in low-light conditions, utilizing an encoder-decoder architecture ... a feature fusion module based on ...

These include utilizing optimized attention mechanisms, such as linear and sparse ... which separates the model into a dedicated condition encoder for semantic extraction and a velocity decoder for ...

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New USC research offers an unseen insight into how the brain shifts gears. The researchers have discovered that our innate ...