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South China University of Technology
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S3-Diff not only preserves pathological morphology but also enhances diagnostic accuracy by integrating structural supervision into the super-resolution process.
Morph-ISR reduces perceptual loss by up to 39.55% while preserving critical cellular details, setting a new standard for super-resolution in digital pathology.
DeltaFlow-P achieves a remarkable 2.72x speedup in denoising while reducing perplexity, challenging the dominance of full attention in language modeling.
AeroAct achieves real-time language-conditioned quadrotor navigation by predicting flight actions directly from visual and language inputs, without the need for future video generation.
Finally, a deep learning model for AKI prediction that doesn't just predict, but tells you *why*, by tracing the causal chain of physiological events.
