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South China University of Technology
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Unraveling the complexities of single-cell responses, DeMixPert achieves unprecedented accuracy in predicting gene expression changes from unseen genetic perturbations.
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.
Real-robot trials are costly and slow, but DataLadder enables scalable evaluations and data generation through a seamless interplay between robots, simulations, and human feedback.
Bridging the gap between human manipulation and robotic control, JoyAI-RA unlocks enhanced cross-embodiment behavior learning through multi-source pretraining.
A novel proximal sampler achieves unbiased constrained sampling with minimal oracle access, outperforming existing methods that rely on projections or barrier functions.
