“The article's core focuses on the application of LLMs in access control policy retrieval, suggesting a novel perspective on security.”

“The results revealed promising performance, measured by response accuracy in device control (86%), memory-related tasks (97%), scheduling and automation (74%), and energy analysis (77%), while more complex cost estimation tasks highlighted areas for improvement with an accuracy of 49%.”

“The algorithm minimizes a discretized version of the energy using finite elements, generalizing existing TV-minimization methods.”

“The paper claims that the proposed 5G-based ISAC HPR system significantly outperforms current mainstream baseline solutions in HPR performance in typical indoor environments.”

“The proposed method successfully created adversarial examples that lead to depth misestimations, resulting in parts of objects disappearing from the target scene.”

“The exttt{Mgformer}-based module is superior in performance and flexibility. Its representative recall and precision values are 0.79 and 0.76, respectively, and can be modified by adjusting the threshold.”

“The proposed DRL controllers achieve online inference times of 0.6 ms per decision versus roughly 370-550 ms for AO-WMMSE solvers.”

“The paper explores integer (Int8) quantization and a resource-aware gait scheduling viewpoint to maximize RL reward under power constraints.”

“The paper proposes a non-negative matrix factorization based on the generalized Poisson distribution, which can flexibly accommodate overdispersion, and introduces a maximum likelihood approach for parameter estimation.”

“The paper proposes an auxiliary task learning (ATL) method for reconstructing missing PMU data.”

“GateChain aims to enhance data integrity, reliability, and transparency by recording entry and exit events on a distributed, immutable, and cryptographically verifiable ledger.”

“The speed of information displacement is linearly related to the ratio of odd vs total kernel energy.”

“The paper proposes a gradient-based algorithm with lower per-iteration cost than existing methods and adapts it to exploit the piecewise-linear structure of ReLU networks.”

“The method exhibits notable advantages in terms of computational efficiency and scalability, particularly in large-scale and time-constrained scenarios.”

“The paper successfully distributed all 159 physical items from a representative collection of 35 applications among the four component roles.”

“The diffusion actions selected by deep Q-learning at different iterations indeed composite a stochastic anisotropic diffusion process with strong adaptivity to different image structures, which enjoys improvement over the traditional ones.”

“The paper provides the first provable poly-time unbiased estimators for counting traces, a problem of considerable importance when allocating model checking resources.”

“HGMem extends the concept of memory beyond simple storage into a dynamic, expressive structure for complex reasoning and global understanding.”

“The paper proposes to use a standard reduced basis method (RBM) to construct this low-order rational function. Algorithmically, this procedure is an iterative greedy approach, where the greedy objective is evaluated through an error estimator that exploits the linearity of the frequency domain representation.”

“The proposed disturbance observer accurately reconstructs driver-induced disturbances with only minimal delay 14ms. A nonlinear extended Kalman Filter outperforms its linear counterpart in handling frictional nonlinearities.”

“The article likely details the methodology, results, and potential advantages of the proposed approach.”

“Experimental outcomes indicate better detection accuracy, shorter mitigation latency and reasonable build-time overhead than rule-based, provenance only and RL only baselines.”

“The model achieves an Unweighted Accuracy of 61.4% with a quantized model footprint of only 23 MB, representing approximately 91% of the Unweighted Accuracy of a full-scale baseline.”

“The paper focuses on developing a new analytical framework based on non-equilibrium quantum field theory to derive effective Fokker-Planck equations for macroscopic quantities of axion domain wall networks.”

“The accuracy rate, F1 score, recall rate and AUC of PFed-Signal are 0.887, 0.890, 0.913 and 0.957 respectively, which are higher than the baselines.”

“Our approach directly aligns textual information with the 3D scene by embedding rich linguistic features into each Gaussian primitive, thereby achieving early modality alignment.”

“The paper formalizes commitment as inference under a mixture of reverse- and forward-Kullback-Leibler (KL) objectives.”

“The proposed EG-CsiNet can robustly reduce the generalization error by more than 3 dB compared to the state-of-the-arts.”

“The paper derives upper and lower bounds on estimation error, proving optimality of the method with noisy data.”

“The IRL-based approach achieves approximately the same performance as the conventional SDRE method, demonstrating its capability as a reliable alternative for nonlinear system control that does not require an explicit environmental model.”

“This exploratory, p-value-adjacent approach to validating the data universe (train and hold out split) resamples different holdout choices many times to create a histogram to shows where your split lies.”

“The proposed scheme reduces pilot overhead and training energy by up to 50% compared to conventional schemes.”

“The paper argues that the traditional opposition between determinism and indeterminism in physics is representational rather than ontological.”

“Our method detects lines directly from event streams and leverages an event-line calibration model to generate the initial guess of camera parameters, which is suitable for both planar and non-planar lines.”

“The model's sum rule fully determines the absolute neutrino mass spectrum, and the model provides a tightly constrained and experimentally testable framework.”

“The framework outperforms state-of-the-art methods in both predictive accuracy and interpretability.”

“The article likely details the methodology, experiments, and results of the proposed auction design.”

“The paper introduces Omega, a linear-time graph drawing algorithm that integrates a fast resistance distance embedding with random node-pair sampling for Stochastic Gradient Descent (SGD).”

“The surrogate achieves sub angstrom level accuracy within the training horizon and exhibits stable behavior during short- to mid-horizon temporal extrapolation.”

“The optimal antenna placement is in principle an electrostatic equilibrium problem.”

“The paper focuses on using perplexity landscapes to predict performance for continual pre-training.”

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

“Our SER-based model provides superior performance compared with other existing text-driven models to forecast stock returns out of sample and offers highly interpretable feature structures to examine the mechanisms underlying the stock return predictability.”

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“The research focuses on the recognition of medical entities in the Bangla language.”

“The paper focuses on virtual network embedding.”

“KineST: A Kinematics-guided Spatiotemporal State Space Model for Human Motion Tracking from Sparse Signals”

“The article likely discusses methods to improve the reliability of LLMs in healthcare settings.”

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