| Hyperparameter Optimization via Sequential Uniform Designs | Sep 8, 2020 | AutoMLglobal-optimization | CodeCode Available | 1 | 5 |
| Structural Entropy Guided Graph Hierarchical Pooling | Jun 26, 2022 | Classificationglobal-optimization | CodeCode Available | 1 | 5 |
| Airfoil Design Parameterization and Optimization using Bézier Generative Adversarial Networks | Jun 21, 2020 | global-optimization | CodeCode Available | 1 | 5 |
| TSFool: Crafting Highly-Imperceptible Adversarial Time Series through Multi-Objective Attack | Sep 14, 2022 | Adversarial Attackglobal-optimization | CodeCode Available | 1 | 5 |
| Adversarial Learning for Discourse Rhetorical Structure Parsing | Aug 1, 2021 | DRS Parsingglobal-optimization | CodeCode Available | 1 | 5 |
| High-resolution Ecosystem Mapping in Repetitive Environments Using Dual Camera SLAM | Jan 10, 2022 | global-optimizationSimultaneous Localization and Mapping | CodeCode Available | 1 | 5 |
| Balancing Accuracy and Efficiency for Large-Scale SLAM: A Minimal Subset Approach for Scalable Loop Closures | Jan 3, 2025 | global-optimizationLoop Closure Detection | CodeCode Available | 1 | 5 |
| Lifted Disjoint Paths with Application in Multiple Object Tracking | Jun 25, 2020 | global-optimizationMultiple Object Tracking | CodeCode Available | 1 | 5 |
| NEORL: NeuroEvolution Optimization with Reinforcement Learning | Dec 1, 2021 | Benchmarkingglobal-optimization | CodeCode Available | 1 | 5 |
| Pre-trained Gaussian Processes for Bayesian Optimization | Sep 16, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 | 5 |
| Batched Energy-Entropy acquisition for Bayesian Optimization | Oct 11, 2024 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 | 5 |
| Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation | Jun 16, 2022 | Bayesian Optimizationglobal-optimization | CodeCode Available | 1 | 5 |
| Global optimization of Lipschitz functions | Mar 7, 2017 | global-optimizationHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Global Optimization for Cardinality-constrained Minimum Sum-of-Squares Clustering via Semidefinite Programming | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 0 | 5 |
| Global Optimization with A Power-Transformed Objective and Gaussian Smoothing | Dec 6, 2024 | global-optimization | CodeCode Available | 0 | 5 |
| Global and Preference-based Optimization with Mixed Variables using Piecewise Affine Surrogates | Feb 9, 2023 | global-optimization | CodeCode Available | 0 | 5 |
| An adaptive stochastic gradient-free approach for high-dimensional blackbox optimization | Jun 18, 2020 | global-optimizationVocal Bursts Intensity Prediction | CodeCode Available | 0 | 5 |
| GNBG-Generated Test Suite for Box-Constrained Numerical Global Optimization | Dec 12, 2023 | global-optimization | CodeCode Available | 0 | 5 |
| A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts | Jul 10, 2019 | global-optimizationMixture-of-Experts | CodeCode Available | 0 | 5 |
| A Divide-and-Conquer Approach for Global Orientation of Non-Watertight Scene-Level Point Clouds Using 0-1 Integer Optimization | May 29, 2025 | global-optimizationSurface Reconstruction | CodeCode Available | 0 | 5 |
| A Literature Survey of Benchmark Functions For Global Optimization Problems | Aug 19, 2013 | global-optimizationSurvey | CodeCode Available | 0 | 5 |
| AligNarr: Aligning Narratives on Movies | Aug 1, 2021 | global-optimization | CodeCode Available | 0 | 5 |
| FreeAugment: Data Augmentation Search Across All Degrees of Freedom | Sep 7, 2024 | AllData Augmentation | CodeCode Available | 0 | 5 |
| A Learning-based Optimization Algorithm:Image Registration Optimizer Network | Nov 23, 2020 | global-optimizationImage Registration | CodeCode Available | 0 | 5 |
| FF-LOGO: Cross-Modality Point Cloud Registration with Feature Filtering and Local to Global Optimization | Sep 16, 2023 | Feature Correlationglobal-optimization | CodeCode Available | 0 | 5 |
