| FedCBO: Reaching Group Consensus in Clustered Federated Learning through Consensus-based Optimization | May 4, 2023 | Federated Learningglobal-optimization | CodeCode Available | 1 |
| A Geometric Analysis of Neural Collapse with Unconstrained Features | May 6, 2021 | global-optimization | CodeCode Available | 1 |
| Neural-BO: A Black-box Optimization Algorithm using Deep Neural Networks | Mar 3, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| On the implementation of a global optimization method for mixed-variable problems | Sep 4, 2020 | global-optimization | CodeCode Available | 1 |
| Optimizing Posterior Samples for Bayesian Optimization via Rootfinding | Oct 29, 2024 | Bayesian Optimizationglobal-optimization | CodeCode Available | 1 |
| 3D Video Object Detection with Learnable Object-Centric Global Optimization | Mar 27, 2023 | 3D Scene Reconstructionglobal-optimization | CodeCode Available | 1 |
| Document-level Event Extraction via Parallel Prediction Networks | Aug 1, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 |
| ComplexGen: CAD Reconstruction by B-Rep Chain Complex Generation | May 29, 2022 | CAD ReconstructionDecoder | CodeCode Available | 1 |
| BO-ICP: Initialization of Iterative Closest Point Based on Bayesian Optimization | Apr 25, 2023 | Bayesian Optimizationglobal-optimization | CodeCode Available | 1 |
| Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information | Apr 19, 2021 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| COVINS: Visual-Inertial SLAM for Centralized Collaboration | Aug 12, 2021 | global-optimization | CodeCode Available | 1 |
| Certifiably Optimal Outlier-Robust Geometric Perception: Semidefinite Relaxations and Scalable Global Optimization | Sep 7, 2021 | global-optimizationPose Estimation | CodeCode Available | 1 |
| Co-Fix3D: Enhancing 3D Object Detection with Collaborative Refinement | Aug 15, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 1 |
| Pre-trained Gaussian Processes for Bayesian Optimization | Sep 16, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants | Feb 6, 2025 | global-optimization | CodeCode Available | 1 |
| FedAWA: Adaptive Optimization of Aggregation Weights in Federated Learning Using Client Vectors | Mar 20, 2025 | Federated Learningglobal-optimization | CodeCode Available | 1 |
| Airfoil Design Parameterization and Optimization using Bézier Generative Adversarial Networks | Jun 21, 2020 | global-optimization | CodeCode Available | 1 |
| Global Optimization by Basin-Hopping and the Lowest Energy Structures of Lennard-Jones Clusters Containing up to 110 Atoms | Mar 27, 1998 | global-optimization | CodeCode Available | 1 |
| GoTube: Scalable Stochastic Verification of Continuous-Depth Models | Jul 18, 2021 | global-optimization | CodeCode Available | 1 |
| High-resolution Ecosystem Mapping in Repetitive Environments Using Dual Camera SLAM | Jan 10, 2022 | global-optimizationSimultaneous Localization and Mapping | CodeCode Available | 1 |
| Adversarial Learning for Discourse Rhetorical Structure Parsing | Aug 1, 2021 | DRS Parsingglobal-optimization | CodeCode Available | 1 |
| Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives | Jan 17, 2020 | global-optimizationVariable Selection | CodeCode Available | 1 |
| Lifted Disjoint Paths with Application in Multiple Object Tracking | Jun 25, 2020 | global-optimizationMultiple Object Tracking | CodeCode Available | 1 |
| Anchor3DLane: Learning to Regress 3D Anchors for Monocular 3D Lane Detection | Jan 6, 2023 | 3D Lane Detectionglobal-optimization | CodeCode Available | 1 |
