NAPE audio model ties AudioSet-2M and tops listed IEMOCAP baseline
Preprint: NAPE matched SSLAM on AudioSet-2M, came close on AudioSet-20K and ESC-50, and scored higher than the strongest listed baseline on IEMOCAP.
1981–2000
Preprint: NAPE matched SSLAM on AudioSet-2M, came close on AudioSet-20K and ESC-50, and scored higher than the strongest listed baseline on IEMOCAP.
A preprint reports better performance under simulated confounding, but results weakened when instruments were weak or treatment choices exceeded instrument levels.
Preprint: A mathematical scan finds broader longitudinal instability regions and extra low-momentum structures for W modes, but does not calculate particle production.
Preprint: Nuclear-resonance measurements and calculations associate a small canted moment with unusual spin splitting and a phase-specific Hall response, while field-driven reorientation remains inferred.
Preprint tests found that adaptive analysis could reconstruct short numeric secrets and infer memory attributes from routine outputs, with results varying by model.
An arXiv preprint reports stronger scores than listed baselines, but the evidence comes from computational tests on selected graph streams.
Preprint: A mathematical model finds lower long-run costs when repair costs stay below the value of one temporary control period, but simulations remain uncertain.
Nuclear magnetic resonance measurements support metallic and insulating regions coexisting while the crystal’s average temperature stays near its sharp transition under current.
Preprint: A covariant NJL calculation finds stronger momentum-transfer dependence than skewness dependence in modeled pion and kaon valence distributions.
Preprint: A full-basis encoding used fewer qubits and recovered optimal solutions more often than a ZX-basis comparison in two graph-based docking tests.
A mathematical construction shows that Marton’s one-letter inner bound can miss a higher achievable sum-rate for at least one finite two-receiver channel.
A theoretical arXiv paper connects hammock localization with the relative Rezk nerve and shows when complex mapping constructions can be shortened.
A preprint found a repeated link between trust expectations and privacy satisfaction, but users' willingness to block traffic varied between studies.
A 2026 arXiv preprint describes a method for distinguishing a predictor's value at a given moment from the contribution of its earlier path, with results that depend on mathematical assumptions.
Preprint simulations report methane and carbon dioxide errors near mission targets at much finer modeled resolution, but filter and detector performance remains untested.
The demonstrations recovered target structure with matched decoding and produced structured leakage under mismatch; unconditional security remains unproved.
A preprint reports a 0.191% training RMSE in cyclically aged cells, but offers no validation data for previously untried configurations.
Preprint: The benchmark evaluation reported higher held-out scores and fewer interaction steps with policy-tailored environments.
A preprint finds stronger feature-to-factor alignment in simulations, but lower WiSig detection scores and a phase-wrapping caveat.
Preprint simulations trace how pNIPAM microgels respond when temperature changes quickly or settles over time.