Abstract: Top-down attention plays a crucial role in the human vision system, wherein the brain initially obtains a rough overview of a scene to discover salient cues (i.e., overview first), followed ...

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This is an official PyTorch implementation of "OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels". Top-down attention plays a crucial role in the human vision ...

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在人工智能技术快速发展的今天，视觉AI领域正迎来重大突破。近日，香港大学的研究团队成功复刻了人类视觉系统核心机制，提出了全新的模型架构——OverLoCK（Overview-first-Look-Closely-nextConvNet），这标志着AI技术革新的又一个高峰。该模型不仅在图像分类、目标 ...

近期，香港大学俞益洲教授与博士生娄蒙提出了一种全新的卷积神经网络模型——OverLoCK，该模型通过模仿人类视觉系统的双阶段认知机制，实现了视觉任务的显著突破。OverLoCK的核心创新在于引入了Top-downAttention机制，模拟了人类先整体认知再聚焦细节的视觉 ...