Apr 12, 2024 · We propose that eye movements, in combination with the focused nature of primate vision, constitute a generative, self-supervised task of predicting and ...
Sep 17, 2024 · We propose that eye movements, in combination with the focused nature of primate vision, constitute a generative, self-supervised task of predicting and ...
Sep 17, 2024 · We construct a proof-of-principle model starting from the framework of masked image modeling (MIM), a common approach in deep representation ...
Predicting this masked content and revealing it via eye movements then creates a self-supervised task that, as we show, leads to learning of object ...
Apr 12, 2024 · We propose that eye movements, in combination with the focused nature of primate vision, constitute a generative, self-supervised task of predicting and ...
It is proposed that eye movements, in combination with the focused nature of primate vision, constitute a generative, self-supervised task of predicting and ...
Jul 8, 2024 · This paper presents a novel framework for self-supervised learning in computer vision, leveraging masked image modeling and eye movement data to ...
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What is masked image modeling?
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Masked image modeling(MIM) is a self-supervised learning technique that predicts the feature representation of masked regions in an image. To reconstruct the ...
我们构建了一个概念验证模型，从深度表示学习中的常见方法——掩蔽图像建模（MIM）框架开始。为此，我们分析了MIM的核心组件，如掩蔽技术和数据增强，对类别特定表示形成的影响。这 ...
Apr 12, 2024 · Masked Image Modeling as a Framework for Self-Supervised Learning across Eye Movements · 1 code implementation • 12 Apr 2024 • Robin Weiler ...