| Modified CMA-ES Algorithm for Multi-Modal Optimization: Incorporating Niching Strategies and Dynamic Adaptation Mechanism | Jul 1, 2024 | BenchmarkingDiversity | —Unverified | 0 |
| SMORE: Simultaneous Map and Object REconstruction | Jun 19, 2024 | Depth CompletionDynamic Reconstruction | —Unverified | 0 |
| Personalized Federated Knowledge Graph Embedding with Client-Wise Relation Graph | Jun 17, 2024 | Entity Embeddingsglobal-optimization | —Unverified | 0 |
| FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch | Jun 7, 2024 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Deep reinforcement learning for weakly coupled MDP's with continuous actions | Jun 3, 2024 | Deep Reinforcement Learningglobal-optimization | —Unverified | 0 |
| Monocular Gaussian SLAM with Language Extended Loop Closure | May 22, 2024 | global-optimizationSimultaneous Localization and Mapping | —Unverified | 0 |
| Avoiding Redundant Restarts in Multimodal Global Optimization | May 2, 2024 | global-optimization | —Unverified | 0 |
| An enhanced POSTA based on Nelder-Mead simplex search and quadratic interpolation | Apr 30, 2024 | global-optimization | —Unverified | 0 |
| Multi-Session SLAM with Differentiable Wide-Baseline Pose Optimization | Apr 23, 2024 | global-optimizationOptical Flow Estimation | CodeCode Available | 2 |
| Stability-informed Bayesian Optimization for MPC Cost Function Learning | Apr 18, 2024 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| DreamScape: 3D Scene Creation via Gaussian Splatting joint Correlation Modeling | Apr 14, 2024 | global-optimizationImage Generation | —Unverified | 0 |
| LiDAR4D: Dynamic Neural Fields for Novel Space-time View LiDAR Synthesis | Apr 3, 2024 | 3D Reconstruction4D reconstruction | CodeCode Available | 3 |
| Improved Genetic Algorithm Based on Greedy and Simulated Annealing Ideas for Vascular Robot Ordering Strategy | Mar 28, 2024 | global-optimizationTime Series | —Unverified | 0 |
| Dr.Hair: Reconstructing Scalp-Connected Hair Strands without Pre-training via Differentiable Rendering of Line Segments | Mar 26, 2024 | global-optimizationInverse Rendering | —Unverified | 0 |
| A Branch and Bound method for the exact parameter identification of the PK/PD model for anesthetic drugs | Mar 25, 2024 | global-optimization | —Unverified | 0 |
| InterFusion: Text-Driven Generation of 3D Human-Object Interaction | Mar 22, 2024 | 3D Generationglobal-optimization | CodeCode Available | 2 |
| A Performance Analysis of Basin Hopping Compared to Established Metaheuristics for Global Optimization | Mar 9, 2024 | global-optimization | —Unverified | 0 |
| Localized Zeroth-Order Prompt Optimization | Mar 5, 2024 | global-optimization | —Unverified | 0 |
| A Composite Decomposition Method for Large-Scale Global Optimization | Mar 2, 2024 | global-optimizationProblem Decomposition | —Unverified | 0 |
| The Fusion of Deep Reinforcement Learning and Edge Computing for Real-time Monitoring and Control Optimization in IoT Environments | Feb 28, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| A new approach for solving global optimization and engineering problems based on modified Sea Horse Optimizer | Feb 21, 2024 | Cantilever Beamglobal-optimization | —Unverified | 0 |
| A cutting plane algorithm for globally solving low dimensional k-means clustering problems | Feb 21, 2024 | Clusteringglobal-optimization | —Unverified | 0 |
| Stein Boltzmann Sampling: A Variational Approach for Global Optimization | Feb 7, 2024 | global-optimization | CodeCode Available | 0 |
| Direct side information learning for zero-shot regression | Feb 2, 2024 | global-optimizationimage-classification | CodeCode Available | 0 |
| BooleanOCT: Optimal Classification Trees based on multivariate Boolean Rules | Jan 29, 2024 | Classificationglobal-optimization | CodeCode Available | 0 |
| Matching biomolecular structures by registration of point clouds | Jan 22, 2024 | global-optimization | —Unverified | 0 |
| Sample-and-Bound for Non-Convex Optimization | Jan 9, 2024 | global-optimization | CodeCode Available | 0 |
| A Physics-Driven AI Approach for Microwave Imaging of Breast Tumors | Jan 5, 2024 | global-optimization | —Unverified | 0 |
| Multiway Point Cloud Mosaicking with Diffusion and Global Optimization | Jan 1, 2024 | Denoisingglobal-optimization | CodeCode Available | 1 |
| Gradient Based Hybridization of PSO | Dec 15, 2023 | global-optimizationNavigate | —Unverified | 0 |
| GNBG-Generated Test Suite for Box-Constrained Numerical Global Optimization | Dec 12, 2023 | global-optimization | CodeCode Available | 0 |
| Federated Causality Learning with Explainable Adaptive Optimization | Dec 9, 2023 | Causal Discoveryglobal-optimization | —Unverified | 0 |
| A global optimization SAR image segmentation model can be easily transformed to a general ROF denoising model | Dec 8, 2023 | Denoisingglobal-optimization | —Unverified | 0 |
| RFTrans: Leveraging Refractive Flow of Transparent Objects for Surface Normal Estimation and Manipulation | Nov 21, 2023 | global-optimizationSurface Normal Estimation | —Unverified | 0 |
| BOIS: Bayesian Optimization of Interconnected Systems | Nov 19, 2023 | Bayesian OptimizationChemical Process | —Unverified | 0 |
| CP-SLAM: Collaborative Neural Point-based SLAM System | Nov 14, 2023 | global-optimizationSimultaneous Localization and Mapping | —Unverified | 0 |
| Global Optimization: A Machine Learning Approach | Nov 3, 2023 | global-optimization | —Unverified | 0 |
| Direct System Identification of Dynamical Networks with Partial Measurements: a Maximum Likelihood Approach | Nov 1, 2023 | global-optimization | —Unverified | 0 |
| Hyperparameter Adaptive Search for Surrogate Optimization: A Self-Adjusting Approach | Oct 12, 2023 | global-optimization | —Unverified | 0 |
| ParFam -- (Neural Guided) Symbolic Regression Based on Continuous Global Optimization | Oct 9, 2023 | global-optimizationregression | CodeCode Available | 0 |
| HI-SLAM: Monocular Real-time Dense Mapping with Hybrid Implicit Fields | Oct 7, 2023 | global-optimizationSimultaneous Localization and Mapping | —Unverified | 0 |
| On Solving Close Enough Orienteering Problems with Overlapped Neighborhoods | Oct 6, 2023 | global-optimizationTraveling Salesman Problem | CodeCode Available | 0 |
| ProGO: Probabilistic Global Optimizer | Oct 4, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| FF-LOGO: Cross-Modality Point Cloud Registration with Feature Filtering and Local to Global Optimization | Sep 16, 2023 | Feature Correlationglobal-optimization | CodeCode Available | 0 |
| Landscape-Sketch-Step: An AI/ML-Based Metaheuristic for Surrogate Optimization Problems | Sep 14, 2023 | global-optimizationStochastic Optimization | CodeCode Available | 0 |
| Optimization tools for Twin-in-the-Loop vehicle control design: analysis and yaw-rate tracking case study | Sep 5, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| GO-SLAM: Global Optimization for Consistent 3D Instant Reconstruction | Sep 5, 2023 | 3D Reconstructionglobal-optimization | CodeCode Available | 2 |
| Comparative Evaluation of Metaheuristic Algorithms for Hyperparameter Selection in Short-Term Weather Forecasting | Sep 5, 2023 | global-optimizationMetaheuristic Optimization | —Unverified | 0 |
| LEAP: Efficient and Automated Test Method for NLP Software | Aug 22, 2023 | global-optimization | CodeCode Available | 0 |
| Faster Optimization in S-Graphs Exploiting Hierarchy | Aug 22, 2023 | global-optimization | —Unverified | 0 |