Planet AI Developer Filter
Ultrasound-trained models top test of AI image similarity
A preprint finds ultrasound-trained models best matched classifier confidence in B-mode ultrasound, based on selected computational tests.
Planet AI Developer Filter
New acceleration framework aims to bridge two optimization regimes
A mathematical preprint proposes transition rules linking two optimization regimes, with faster early progress reported in selected numerical tests.
Planet AI Developer Filter
JWST Models Point to Contrasting Clouds on Two Brown Dwarfs
A JWST preprint models two brown dwarfs, finding contrasting silicate clouds, differing chemistry, and a possible thermal inversion in one atmosphere.
Planet AI Developer Filter
New framework maps complex quantum circuits and flags model limits
A theoretical preprint proposes exact and reduced models for superconducting circuits across resonator, metamaterial and waveguide settings.
Planet AI Developer Filter
AI Code Search Rankings Shift When Identifiers Are Renamed
A preprint reports that identifier-renaming attacks alter code-search rankings across models and languages, while defenses trade utility for robustness.
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Adaptive wireless coding reports gains in changing networks
A preprint reports higher delivery, lower latency and stronger retention for adaptive wireless coding in simulations, plus a small hardware test.
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A Mathematical Model Puts a Value on Human Expertise
A preprint models how beliefs about the best decision can strengthen robust optimization, while showing gains depend on assumptions and uncertainty.
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Sparse expert model reports gains against three attack norms
An arXiv preprint reports Robust CurveMoE gains in clean, norm-specific and combined adversarial accuracy on CIFAR-100 and ImageNet-100.
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Jet-Flow Study Finds AI Model Choice Matters by Task
A preprint compares neural networks and reduced-order models for reacting jet flows, finding task-dependent accuracy and predictions at new spacings.
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A neutrino model links CP violation to strong-CP constraints
A preprint finds branch-dependent links between neutrino CP violation, mass and strong CP, with sizable effects in selected model benchmarks.
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Geometry puts 3D theories in a Reshetikhin–Turaev framework
A preprint presents a geometric, surgery-based extension of Reshetikhin–Turaev theory and classifies linear representations in 3D bordism settings.
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New framework turns torsion-balance noise into gravity-test limits
An arXiv preprint explains how torsion-balance spectra can bound known torque signals and stochastic noise using Cavendish and Yan benchmarks.