الباحثون

Rui Zhong

المنشورات 2

نسخة أولية وصول مفتوح

Structure-Guided Masked Autoencoders for Ultra-High Resolution Scientific Image Understanding

Enzhi Zhang, Du Wu, Rui Zhong وآخرون · 2026

Self-supervised pre-training with Vision Transformers, including Masked Autoencoders (MAE), is difficult to apply to gigapixel scientific images. Random masking is poorly matched to the structured, multi-scale morphology of scientific data, while uniform tokenization produces prohibitively long sequences that make $O(N …

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