Visual comparison between ground truth (left), an existing ML method [Brandstetter et al. ICLR. 2022] (center), and results produced by the group (right) (IMAGE)

Japan Science and Technology Agency

Visual comparison between ground truth (left), an existing ML method [Brandstetter et al. ICLR. 2022] (center), and results produced by the group (right)

Caption

Physical phenomena can be observed from different viewpoints, resulting in varying appearances. Nevertheless, the fundamental essence of the phenomena should remain the same, which is commonly known as 'symmetry.' Unlike the existing approach, the proposed method maintains accuracy under rotation by taking into account the physical symmetry.

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Masanobu Horie

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