| PrivilegedDreamer: Explicit Imagination of Privileged Information for Rapid Adaptation of Learned Policies | Feb 17, 2025 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| Generative Adversarial Networks for High-Dimensional Item Factor Analysis: A Deep Adversarial Learning Algorithm | Feb 15, 2025 | parameter estimationRepresentation Learning | —Unverified | 0 |
| Recovering nonlinear dynamics from non-uniform observations: A physics-based identification approach with practical case studies | Feb 14, 2025 | parameter estimation | —Unverified | 0 |
| WENDy for Nonlinear-in-Parameters ODEs | Feb 13, 2025 | parameter estimation | CodeCode Available | 0 |
| A Physics-Informed Deep Learning Model for MRI Brain Motion Correction | Feb 13, 2025 | DiagnosticMotion Detection | CodeCode Available | 0 |
| BCDDM: Branch-Corrected Denoising Diffusion Model for Black Hole Image Generation | Feb 12, 2025 | DenoisingImage Generation | —Unverified | 0 |
| Online Covariance Matrix Estimation in Sketched Newton Methods | Feb 10, 2025 | parameter estimationSecond-order methods | CodeCode Available | 0 |
| Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices | Feb 3, 2025 | parameter estimation | —Unverified | 0 |
| Stochastic Linear Bandits with Latent Heterogeneity | Feb 1, 2025 | Decision Makingparameter estimation | —Unverified | 0 |
| Tracking Error Based Fault Tolerant Scheme for Marine Vehicles with Thruster Redundancy | Jan 31, 2025 | Fault Detectionparameter estimation | —Unverified | 0 |
| On Pareto Optimality for the Multinomial Logistic Bandit | Jan 31, 2025 | Assortment Optimizationparameter estimation | —Unverified | 0 |
| A Sampling Complexity-aware Framework for Discrete-time Fractional-Order Dynamical System Identification | Jan 29, 2025 | parameter estimation | —Unverified | 0 |
| Spatial-Angular Representation Learning for High-Fidelity Continuous Super-Resolution in Diffusion MRI | Jan 27, 2025 | Diffusion MRIparameter estimation | —Unverified | 0 |
| Value-oriented forecast reconciliation for renewables in electricity markets | Jan 27, 2025 | Decision Makingenergy trading | —Unverified | 0 |
| Advances in Temporal Point Processes: Bayesian, Deep, and LLM Approaches | Jan 24, 2025 | parameter estimationPoint Processes | —Unverified | 0 |
| EFiGP: Eigen-Fourier Physics-Informed Gaussian Process for Inference of Dynamic Systems | Jan 23, 2025 | Computational EfficiencyDenoising | —Unverified | 0 |
| A causal learning approach to in-orbit inertial parameter estimation for multi-payload deployers | Jan 21, 2025 | parameter estimationTime Series | —Unverified | 0 |
| Keypoint Detection Empowered Near-Field User Localization and Channel Reconstruction | Jan 21, 2025 | compressed sensingKeypoint Detection | —Unverified | 0 |
| Towards autonomous photogrammetric forest inventory using a lightweight under-canopy robotic drone | Jan 21, 2025 | parameter estimation | —Unverified | 0 |
| CDMA/OTFS Sensing Outperforms Pure OTFS at the Same Communication Throughput | Jan 20, 2025 | Integrated sensing and communicationISAC | —Unverified | 0 |
| An accuracy-runtime trade-off comparison of scalable Gaussian process approximations for spatial data | Jan 20, 2025 | Gaussian Processesparameter estimation | CodeCode Available | 0 |
| SE(3)-Based Trajectory Optimization and Target Tracking in UAV-Enabled ISAC Systems | Jan 20, 2025 | ISACparameter estimation | —Unverified | 0 |
| Channel Sounding Using Multiplicative Arrays Based on Successive Interference Cancellation Principle | Jan 19, 2025 | parameter estimation | —Unverified | 0 |
| Deep Operator Networks for Bayesian Parameter Estimation in PDEs | Jan 18, 2025 | parameter estimationPDE Surrogate Modeling | —Unverified | 0 |
| Enhancing the Reliability in Machine Learning for Gravitational Wave Parameter Estimation with Attention-Based Models | Jan 17, 2025 | parameter estimation | —Unverified | 0 |