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Zhixin Yan

2 accepted papers

2025

MSSDA: Multi-Sub-Source Domain Adaptation for Diabetic Foot Neuropathy Recognition

AAAI 2025technical

Diabetic foot neuropathy (DFN) is a critical factor leading to diabetic foot ulcers, which is one of the most common and severe complications of diabetes mellitus (DM) and is associated with high risks of amputation and mortality. Despite its significance, existing datasets do not directly derive fr…

2022

OmniFusion: 360 Monocular Depth Estimation via Geometry-Aware Fusion

CVPR 2022oral

A well-known challenge in applying deep-learning methods to omnidirectional images is spherical distortion. In dense regression tasks such as depth estimation, where structural details are required, using a vanilla CNN layer on the distorted 360 image results in undesired information loss. In this p…

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