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Pathway Activity Autoencoders reveal that integrating multi-omics data can significantly enhance cancer risk stratification and survival predictions while maintaining interpretability.
Superpixel Transformers show that strategically chunking images into superpixels can boost performance over standard Vision Transformers, suggesting a new path for efficient and effective attention mechanisms.
