| Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives | Jan 17, 2020 | global-optimizationVariable Selection | CodeCode Available | 1 | 5 |
| Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation | Aug 10, 2023 | 6D Pose Estimation using RGBglobal-optimization | CodeCode Available | 1 | 5 |
| Batched Energy-Entropy acquisition for Bayesian Optimization | Oct 11, 2024 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 | 5 |
| Necessary and Sufficient Conditions for Optimal Decision Trees using Dynamic Programming | May 31, 2023 | global-optimization | CodeCode Available | 1 | 5 |
| A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 1 | 5 |
| Multiway Point Cloud Mosaicking with Diffusion and Global Optimization | Jan 1, 2024 | Denoisingglobal-optimization | CodeCode Available | 1 | 5 |
| Adversarial Learning for Discourse Rhetorical Structure Parsing | Aug 1, 2021 | DRS Parsingglobal-optimization | CodeCode Available | 1 | 5 |
| Massively Parallel Genetic Optimization through Asynchronous Propagation of Populations | Jan 20, 2023 | global-optimization | CodeCode Available | 1 | 5 |
| NEORL: NeuroEvolution Optimization with Reinforcement Learning | Dec 1, 2021 | Benchmarkingglobal-optimization | CodeCode Available | 1 | 5 |
| On the implementation of a global optimization method for mixed-variable problems | Sep 4, 2020 | global-optimization | CodeCode Available | 1 | 5 |
| Monocular Depth Distribution Alignment with Low Computation | Mar 9, 2022 | Depth Estimationglobal-optimization | CodeCode Available | 1 | 5 |
| Stepping Stones: A Progressive Training Strategy for Audio-Visual Semantic Segmentation | Jul 16, 2024 | Decoderglobal-optimization | CodeCode Available | 1 | 5 |
| Motion Prediction via Joint Dependency Modeling in Phase Space | Jan 7, 2022 | Anatomyglobal-optimization | CodeCode Available | 0 | 5 |
| Multi-Image Matching via Fast Alternating Minimization | May 19, 2015 | global-optimization | CodeCode Available | 0 | 5 |
| Minima distribution for global optimization | Dec 9, 2018 | 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 |
| MMES: Mixture Model based Evolution Strategy for Large-Scale Optimization | Mar 15, 2022 | global-optimization | 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 |
| Maximizing acquisition functions for Bayesian optimization | May 25, 2018 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| A Learning-based Optimization Algorithm:Image Registration Optimizer Network | Nov 23, 2020 | global-optimizationImage Registration | CodeCode Available | 0 | 5 |
| Learning nonparametric DAGs with incremental information via high-order HSIC | Aug 11, 2023 | global-optimization | CodeCode Available | 0 | 5 |
| A continuous-state cellular automata algorithm for global optimization | Mar 2, 2021 | global-optimization | CodeCode Available | 0 | 5 |
| A Hybrid GA LLM Framework for Structured Task Optimization | Jun 9, 2025 | global-optimizationLanguage Modeling | CodeCode Available | 0 | 5 |
| Learning in Quantum Control: High-Dimensional Global Optimization for Noisy Quantum Dynamics | Jul 12, 2016 | global-optimizationquantum gate design | CodeCode Available | 0 | 5 |
| Landscape-Sketch-Step: An AI/ML-Based Metaheuristic for Surrogate Optimization Problems | Sep 14, 2023 | global-optimizationStochastic Optimization | CodeCode Available | 0 | 5 |
| Island-Based Evolutionary Computation with Diverse Surrogates and Adaptive Knowledge Transfer for High-Dimensional Data-Driven Optimization | Mar 17, 2025 | Evolutionary Algorithmsglobal-optimization | CodeCode Available | 0 | 5 |
| LEAP: Efficient and Automated Test Method for NLP Software | Aug 22, 2023 | global-optimization | CodeCode Available | 0 | 5 |
| A Novel Evolution Strategy with Directional Gaussian Smoothing for Blackbox Optimization | Feb 7, 2020 | global-optimization | CodeCode Available | 0 | 5 |
| Improving LLM-based Global Optimization with Search Space Partitioning | May 27, 2025 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| Initial Design Strategies and their Effects on Sequential Model-Based Optimization | Mar 30, 2020 | global-optimization | CodeCode Available | 0 | 5 |
| Hubless keypoint-based 3D deformable groupwise registration | Sep 11, 2018 | 3D ReconstructionAnatomy | CodeCode Available | 0 | 5 |
| Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation | Oct 6, 2020 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| A Principle for Global Optimization with Gradients | Aug 18, 2023 | global-optimization | CodeCode Available | 0 | 5 |
| GNBG-Generated Test Suite for Box-Constrained Numerical Global Optimization | Dec 12, 2023 | global-optimization | CodeCode Available | 0 | 5 |
| HG-means: A scalable hybrid genetic algorithm for minimum sum-of-squares clustering | Apr 25, 2018 | Clusteringglobal-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 |
| Adaptive Bayesian Reticulum | Dec 12, 2019 | global-optimization | CodeCode Available | 0 | 5 |
| A Novel Two-Phase Cooperative Co-evolution Framework for Large-Scale Global Optimization with Complex Overlapping | Mar 23, 2025 | global-optimization | CodeCode Available | 0 | 5 |
| Global optimization of Lipschitz functions | Mar 7, 2017 | global-optimizationHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Global Optimization with A Power-Transformed Objective and Gaussian Smoothing | Dec 6, 2024 | global-optimization | CodeCode Available | 0 | 5 |
| FreeAugment: Data Augmentation Search Across All Degrees of Freedom | Sep 7, 2024 | AllData Augmentation | 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 |
| High Dimensional Bayesian Optimization Assisted by Principal Component Analysis | Jul 2, 2020 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 | 5 |
| FedLAP-DP: Federated Learning by Sharing Differentially Private Loss Approximations | Feb 2, 2023 | Federated Learningglobal-optimization | 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 |
| Explicit and Implicit Graduated Optimization in Deep Neural Networks | Dec 16, 2024 | global-optimizationimage-classification | CodeCode Available | 0 | 5 |
| A Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal Functions | Oct 13, 2022 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| AGGLIO: Global Optimization for Locally Convex Functions | Nov 6, 2021 | global-optimizationModel Optimization | CodeCode Available | 0 | 5 |