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Yuan Cheng

School of Art, Design and Architecture, Monash University, Melbourne, Australia

Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization

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Sep 19, 2025
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Exploiting Layer Normalization Fine-tuning in Visual Transformer Foundation Models for Classification

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Aug 11, 2025
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PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography

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Aug 06, 2025
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PAST: A multimodal single-cell foundation model for histopathology and spatial transcriptomics in cancer

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Jul 08, 2025
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Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning

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Jul 03, 2025
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Efficient Network Automatic Relevance Determination

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Jun 14, 2025
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Fast on the Easy, Deep on the Hard: Efficient Reasoning via Powered Length Penalty

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Jun 12, 2025
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SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images

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May 22, 2025
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ChromFound: Towards A Universal Foundation Model for Single-Cell Chromatin Accessibility Data

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May 19, 2025
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SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models

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Feb 28, 2025
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