Xiaofeng Yang* — accepted AI-conference papers

2024

AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking

Yuheng Li, Tianyu Luan, Yizhou Wu, Shaoyan Pan, Yenho Chen, Xiaofeng Yang*

ECCV 2024poster

"Due to the scarcity of labeled data, self-supervised learning (SSL) has gained much attention in 3D medical image segmentation, by extracting semantic representations from unlabeled data. Among SSL strategies, Masked image modeling (MIM) has shown effectiveness by reconstructing randomly masked ima…

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2024

Learn to Optimize Denoising Scores: A Unified and Improved Diffusion Prior for 3D Generation

Xiaofeng Yang*, Yiwen Chen, Cheng Chen, Chi Zhang, Yi Xu, Xulei Yang +2

ECCV 2024poster

"In this paper, we propose a unified framework aimed at enhancing the diffusion priors for 3D generation tasks. Despite the critical importance of these tasks, existing methodologies often struggle to generate high-caliber results. We begin by examining the inherent limitations in previous diffusion…

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