reality_from_one_distinction

"The dominant theoretical uncertainty originates from the renormalization scale variation"

"inertial gradient tree expansion that inherits optimization states across tree branches"

"The DAOnt ontology reuses elements from three established ontologies, LKIF-Core, ODRL, and DPV, to capture the normative structure of the Data Act... supports compliance checking through SPARQL queries that return obligations, permissions, and prohibitions"

"Experiments on LiveCodeBench demonstrate that ESE correlates more strongly with program correctness than single-model semantic entropy"

"We introduce SPFG... human-verified teacher-style feedback, including preferred/rejected feedback pairs for preference learning... comparing supervised fine-tuning (SFT) with preference-based alignment (using DPO and KTO)"

"The findings reveal that the switched system's stability boundary coincides with that of the CLC subsystem... Lyapunov function V = ½Tϖ² + ∫(P_E - P_M)dθ"

"We decompose the transition matrix as K = 1/(n-1) ∑ E_r where each E_r is an elementary transition matrix... each E_r acts as an orthogonal projection... smallest positive eigenvalue of E_r + E_{r+1} is 1-m_p"

"simple, reliable ensemble voting is a superior and more efficient method for mitigating RAG hallucinations"

"83.8% success rate on 17 cross-physics tasks"

"integrates Keppler’s zero-point field resonance theory, the discrete causal structure... and the latest advancements in holographic superconductivity models"

"Results show that LLMs perform well in coarse grained evaluation tasks, achieving accuracy above 0.8 in identifying highly recommended articles."

"the frustrated out-of-plane DMI tends to favor atomic-scale 3q magnetic textures at the edge of the Brillouin zone"

"pλ(x) = 1/Z(λ) exp(∑ λj fj(x))"

"A designated optical setup combined with image processing and data analyzing techniques was implemented... G/B ratio and grey scale value... database which converts data from the imaging device to concentrations"

"GRI-guided extraction module retrieves and synthesizes information aligned with specific standards"

"the Gaussian tilting surrogate is exact in the linear-Gaussian setting"

"XAttnRes maintains a global feature history pool... lightweight pseudo-query attention... spatial alignment and channel projection steps"

"Under a natural cohomological colimit hypothesis... H•(G,Fp) is asymptotically universally Koszul"

"We prove the recovery of exact chiral symmetry in the limit of an infinite fifth direction, and derive the effective four-dimensional operator satisfying the Ginsparg-Wilson relation obtained in this limit."

"We unify both via lifting and guided folding, showing that they are governed by conjugacy classes of strongly switching involutions in Aut(CDC(G))."

"We construct an undirected global interaction-based graph G(UG, EG) ... node2vec ... GNN module"

"RetinexDualV2... secured 4th place in the NTIRE 2026 Day and Night Raindrop Removal Challenge"

"We will prove in this paper that we can extend these symmetries to spacetimes with higher curvature terms... the metric tensor invariance... implies that the left hand side of the differential equations is manifestly invariant"

"structural input-format discontinuities (tokenisation, digit-count) sufficient for CP geometry"

"cross-modality knowledge transfer... skeleton decoder as teacher... KL divergence loss"

"We introduce a multi-level taxonomy that unifies fragmented lines of work... across the full embodied pipeline, from perception and cognition to planning, action & interaction, and agentic system."

"Theorem 3.1 (General modal de Finetti)... Ergodic decomposition... Conditional i.i.d. on O_∞."

"SARL constructs a per-response Reasoning Map from intermediate thinking steps and rewards its small-world topology... SR(G) = ½ C(G) + 1/(1+L(G))"

"CO-rich pebbles can be formed at the CO snow line due to the cold finger effect"

"Using the Padé-improved WKB method... we compute representative quasinormal frequencies and find that larger regularity shifts the spectrum toward smaller oscillation frequencies and damping rates"