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National Institute of Health Data Science, Peking University, Beijing, China, Institute of Medical Technology, Peking University Health Science Center, Beijing, China
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Completing incomplete ECGs can restore diagnostic performance to near-complete levels, unlocking the potential of vast clinical archives for AI applications.
GP-DUN not only removes haze but also reconstructs fine details that traditional methods fail to recover, setting a new benchmark for UAV image clarity.
Roken can generate coordinated multi-robot trajectories in real-time, achieving higher success rates than traditional sequential planning methods.
Earth-OneVision unifies six sensor modalities into a single model, achieving superior performance with only 2B parameters compared to larger counterparts.
Apparent SOTA gains in semi-supervised 3D medical image segmentation may be illusory, driven by confirmation bias and test-set overfitting, not genuine progress.
Frozen vision-language models can dramatically improve abnormality grounding in rare disease imaging by iteratively refining decisions through optimized instructions and visual perturbations.
Text-to-image diffusion models leak backdoor secrets under cross-attention scaling, revealing a surprising divergence between benign and poisoned inputs.
