“Unlike prior single-paradigm approaches, which achieve <75% accuracy on out-of-distribution datasets, our method maintains 86.8% average accuracy across seven diverse test sets...”

“We propose the Error Depth Hypothesis: stronger models make fewer but deeper errors that resist self-correction.”

“We trained an AI to understand Taiwanese memes and slang because major models couldn't.”

“The trilinear equivalence only requires an averaging over grids, which converts a difficult exponential sum into an oscillatory integral with periodic amplitude.”

“The introduction of a transformation strain limit, beyond which the material is fully martensitic and behaves elastically, leading to a distinctive behavior in which the region of localized damage widens, yielding a delay of fracture.”

“The paper highlights the importance of coordinated time-power optimization in balancing sensing accuracy and communication performance in wireless powered ISAC systems.”

“The optimal model achieves 97.23% accuracy when trained on complete energy spectra.”

“Sensor-only detection outperforms full fusion by 8.3 percentage points (93.08% vs. 84.79% F1-score), challenging the assumption that additional modalities invariably improve performance.”

“CREPES-X achieves RMSE of 0.073m and 1.817° in real-world datasets, demonstrating robustness to up to 90% bearing outliers.”

“For every irrational ω with β(ω) < L, where L > 0 denotes the Lyapunov exponent, and every non-resonant phase θ, we prove Anderson localization, i.e. pure point spectrum with exponentially decaying eigenfunctions.”

““...the first real-world large-scale multi-modal dataset for roadside-level 3D visual grounding.””

“The paper claims "significant superiority" and "faster convergence, enhanced training stability, and improved robustness to noise interference" compared to conventional optimization algorithms.”

“Using rhodium-doped strontium titanate (SrTiO3:Rh) solar water-splitting nanoparticles, we directly image the carrier densities concentrated at oxygen-vacancy surface trap states.”

“ViReLoc plans routes between two given ground images.”

“CoHalLo achieves a Top-1 accuracy of 0.4253, Top-3 accuracy of 0.6149, Top-5 accuracy of 0.7356, Top-10 accuracy of 0.8333, IFA of 5.73, Recall@1% Effort of 0.052721, and Effort@20% Recall of 0.155269, which outperforms the baseline methods.”

“The paper introduces a kernel Cheeger constant that quantifies connectedness relative to kernel localization, yielding a clean stability certificate.”

“The paper concludes the existence of a biregular morphism between the corresponding de Rham complex structures.”

“The proposed loss introduces learnable class prototypes and equilibrates gradients contributed by different classes at each hierarchical level, ensuring that each hierarchical class contributes equally to the loss computation in every mini-batch.”

“The conductivity exhibits heavy-tailed fluctuations characterized by a power-law decay with exponent $α\approx 2.3$--$2.5$, indicating a finite mean but a divergent variance.”

“The WMFM achieves a 17% improvement in balanced accuracy for LoS/nLoS classification and a 48.5% reduction in localization error compared to the end-to-end (E2E) benchmark, while reducing training time by up to 90-fold.”

“Hydrogen concentration gets localized in the colder region of the body (Soret effect).”

“The paper reports the discovery of five optical variables coincident with the localizations of 4FGL J0821.5-1436, 4FGL J1517.9-5233, 4FGL J1639.3-5146, 4FGL J1748.8-3915, and 4FGL J2056.4+3142.”

“The likelihood can be expressed in terms of small subgraphs.”

“The paper reveals that existing IMDL models, while performing well in their original settings, exhibit systemic failures and significant performance degradation when evaluated under the designed protocols that simulate real-world generalization scenarios.”

“ViLaCD-R1 substantially improves true semantic change recognition and localization, robustly suppresses non-semantic variations, and achieves state-of-the-art accuracy in complex real-world scenarios.”

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“Our key insight is that continuous Gaussian and discrete voxel representations capture complementary geometric information: Gaussians excel at modeling fine-grained surface details while voxels provide structured spatial context.”

“GeoTeacher enhances the student model's ability to capture geometric relations of objects with limited training data, especially unlabeled data.”

“Contrastive Learning (CL) induces a more robust feature space for sparse geometry, achieving superior retrieval performance particularly in the 5--10m range.”

“The paper provides "necessary and sufficient conditions for $\mathcal{A}$ to admit the structure of a model category whose cofibrant objects are $\mathcal{C}$ and whose fibrant objects are $\mathcal{F}$."”

“The paper's strength lies in its innovative approach to watermark design and its potential to address the limitations of existing watermarking techniques.”

“GraphLocator achieves more accurate localization with average improvements of +19.49% in function-level recall and +11.89% in precision.”

“The application 'helps them find everyday objects using sound cues through earphones/headphones.'”

“DeFloMat achieves state-of-the-art accuracy ($43.32\% ext{ } AP_{10:50}$) in only $3$ inference steps, which represents a $1.4 imes$ performance improvement over DiffusionDet's maximum converged performance ($31.03\% ext{ } AP_{10:50}$ at $4$ steps).”

“Increasing disorder causes localization of the quantum correlations and halts propagation of quantum information.”

“The proposed BS-dependent data association model constitutes a principled approach for classifying features by arbitrary properties, such as reflection order or feature type (scatterers versus walls).”

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“Reloc-VGGT demonstrates strong accuracy and remarkable generalization ability. Extensive experiments across diverse public datasets consistently validate the effectiveness and efficiency of our approach, delivering high-quality camera pose estimates in real time while maintaining robustness to unseen environments.”

“"Qingrong Technology has excellent comprehensive autonomous capabilities in the field of functional composite dielectric film materials, from materials to processes, and its core products, high-frequency copper clad laminates and high-performance film capacitors, are globally competitive."”

“The proposed method achieves accuracy, recall, and mean average precision of 96.2%, 93.3%, and 96.7%, respectively, in complex multi-pipeline scenarios.”

“The paper examines the effect of hardware impairments.”

“The article's focus is on designing a relative localization system.”

“The research is sourced from ArXiv, indicating a pre-print publication.”

“Rapid and efficient response to disaster events is essential for climate resilience and sustainability.”

“Based on multi-view 2D GPR images”

“The research paper is hosted on ArXiv.”

“The article focuses on Error Localization, Certificates, and Hints for Probabilistic Program Verification.”

“Towards Generative Location Awareness for Disaster Response: A Probabilistic Cross-view Geolocalization Approach”

“The article is sourced from ArXiv.”

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