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Normal University, University of Washington ♣ Allen Institute for AI
Allen Institute for AI (AI2)5
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Legato 2 sets a new benchmark in optical music recognition by seamlessly integrating symbolic transcriptions with visual inputs, revolutionizing how we understand sheet music.
Achieving a PSNR of 57.58 dB and an SSIM of 0.9994, Lorentz Encoding revolutionizes CEST MRI reconstruction by integrating physics-informed constraints to eliminate spectral artifacts.
Forgetting in universal segmentation models can be reduced to just 2.44% with a novel generative replay framework that synchronizes task relations.
Efficiently segmenting small lesions in medical images just got a boost with SegDINO's innovative multi-scale structure, outperforming traditional heavy decoders.
Achieve 9.97% higher accuracy in cross-domain human activity recognition while simultaneously reducing computation by 6.4x with a new sensor data tokenization and attention mechanism.
