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parameter estimation

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TitleStatusHype
PrivilegedDreamer: Explicit Imagination of Privileged Information for Rapid Adaptation of Learned Policies—0
Generative Adversarial Networks for High-Dimensional Item Factor Analysis: A Deep Adversarial Learning Algorithm—0
Recovering nonlinear dynamics from non-uniform observations: A physics-based identification approach with practical case studies—0
WENDy for Nonlinear-in-Parameters ODEsCode0
A Physics-Informed Deep Learning Model for MRI Brain Motion CorrectionCode0
BCDDM: Branch-Corrected Denoising Diffusion Model for Black Hole Image Generation—0
Online Covariance Matrix Estimation in Sketched Newton MethodsCode0
Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices—0
Stochastic Linear Bandits with Latent Heterogeneity—0
Tracking Error Based Fault Tolerant Scheme for Marine Vehicles with Thruster Redundancy—0
On Pareto Optimality for the Multinomial Logistic Bandit—0
A Sampling Complexity-aware Framework for Discrete-time Fractional-Order Dynamical System Identification—0
Spatial-Angular Representation Learning for High-Fidelity Continuous Super-Resolution in Diffusion MRI—0
Value-oriented forecast reconciliation for renewables in electricity markets—0
Advances in Temporal Point Processes: Bayesian, Deep, and LLM Approaches—0
EFiGP: Eigen-Fourier Physics-Informed Gaussian Process for Inference of Dynamic Systems—0
A causal learning approach to in-orbit inertial parameter estimation for multi-payload deployers—0
Keypoint Detection Empowered Near-Field User Localization and Channel Reconstruction—0
Towards autonomous photogrammetric forest inventory using a lightweight under-canopy robotic drone—0
CDMA/OTFS Sensing Outperforms Pure OTFS at the Same Communication Throughput—0
SE(3)-Based Trajectory Optimization and Target Tracking in UAV-Enabled ISAC Systems—0
An accuracy-runtime trade-off comparison of scalable Gaussian process approximations for spatial dataCode0
Channel Sounding Using Multiplicative Arrays Based on Successive Interference Cancellation Principle—0
Deep Operator Networks for Bayesian Parameter Estimation in PDEs—0
Enhancing the Reliability in Machine Learning for Gravitational Wave Parameter Estimation with Attention-Based Models—0
DPERC: Direct Parameter Estimation for Mixed Data—0
Mean and Variance Estimation Complexity in Arbitrary Distributions via Wasserstein Minimization—0
An Asymptotic Analysis of Bivalent Monoclonal Antibody-Antigen Binding—0
ARMAX identification of low rank graphical models—0
Bayesian Multifractal Image Segmentation—0
A large population of cell-specific action potential models replicating fluorescence recordings of voltage in rabbit ventricular myocytes—0
Enhanced Sparse Bayesian Learning Methods with Application to Massive MIMO Channel Estimation—0
Microphone Array Signal Processing and Deep Learning for Speech Enhancement—0
Unsupervised detection and fitness estimation of emerging SARS-CoV-2 variants. Application to wastewater samples (ANRS0160)Code0
Computational and Statistical Asymptotic Analysis of the JKO Scheme for Iterative Algorithms to update distributions—0
Robust Score Matching—0
Neural Parameter Estimation with Incomplete DataCode1
Recursive Least Squares with Fading Regularization for Finite-Time Convergence without Persistent Excitation—0
Bayesian Model Parameter Learning in Linear Inverse Problems with Application in EEG Focal Source Imaging—0
Constrained and Regularized Quantitative Ultrasound Parameter Estimation using ADMM—0
Advancing the Understanding of Fine-Grained 3D Forest Structures using Digital Cousins and Simulation-to-Reality: Methods and Datasets—0
Cosmological Parameter Estimation with Sequential Linear Simulation-based InferenceCode0
Effective and Efficient Mixed Precision Quantization of Speech Foundation Models—0
Fast data inversion for high-dimensional dynamical systems from noisy measurements—0
Deep Discrete Encoders: Identifiable Deep Generative Models for Rich Data with Discrete Latent Layers—0
Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAV Target DetectionCode1
Acquisition-Independent Deep Learning for Quantitative MRI Parameter Estimation using Neural Controlled Differential Equations—0
Cooperative ISAC-empowered Low-Altitude Economy—0
Testing and Improving the Robustness of Amortized Bayesian Inference for Cognitive ModelsCode0
Fitting Dynamically Misspecified Models: An Optimal Transportation Approach—0
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