| InpaintFusion: Incremental RGB-D Inpainting for 3D Scenes | Oct 1, 2020 | global-optimizationImage Inpainting | —Unverified | 0 |
| Trust-Region Method with Deep Reinforcement Learning in Analog Design Space Exploration | Sep 29, 2020 | Deep Reinforcement Learningglobal-optimization | —Unverified | 0 |
| Phase-Only Beam Broadening of Contiguous Uniform Subarrayed Arrays Utilizing Three Metaheuristic Global Optimization Techniques | Sep 14, 2020 | global-optimization | —Unverified | 0 |
| Hyperparameter Optimization via Sequential Uniform Designs | Sep 8, 2020 | AutoMLglobal-optimization | CodeCode Available | 1 |
| Particle Swarm Optimized Federated Learning For Industrial IoT and Smart City Services | Sep 5, 2020 | Federated Learningglobal-optimization | —Unverified | 0 |
| On the implementation of a global optimization method for mixed-variable problems | Sep 4, 2020 | global-optimization | CodeCode Available | 1 |
| Real-time 3D Facial Tracking via Cascaded Compositional Learning | Sep 2, 2020 | global-optimizationregression | CodeCode Available | 0 |
| Understanding the wiring evolution in differentiable neural architecture search | Sep 2, 2020 | global-optimizationNeural Architecture Search | CodeCode Available | 1 |
| Video Region Annotation with Sparse Bounding Boxes | Aug 17, 2020 | global-optimization | —Unverified | 0 |
| Metaheuristic optimization of power and energy systems: underlying principles and main issues of the 'rush to heuristics' | Aug 17, 2020 | global-optimizationMetaheuristic Optimization | —Unverified | 0 |
| GL-GAN: Adaptive Global and Local Bilevel Optimization model of Image Generation | Aug 6, 2020 | Bilevel Optimizationglobal-optimization | —Unverified | 0 |
| An End-to-End OCR Text Re-organization Sequence Learning for Rich-text Detail Image Comprehension | Aug 1, 2020 | Decoderglobal-optimization | —Unverified | 0 |
| Image-Based Benchmarking and Visualization for Large-Scale Global Optimization | Jul 24, 2020 | BenchmarkingDimensionality Reduction | —Unverified | 0 |
| Multi-objective and categorical global optimization of photonic structures based on ResNet generative neural networks | Jul 20, 2020 | global-optimization | —Unverified | 0 |
| EOS: a Parallel, Self-Adaptive, Multi-Population Evolutionary Algorithm for Constrained Global Optimization | Jul 9, 2020 | Clusteringglobal-optimization | —Unverified | 0 |
| srMO-BO-3GP: A sequential regularized multi-objective constrained Bayesian optimization for design applications | Jul 7, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Multigrid for Bundle Adjustment | Jul 3, 2020 | global-optimization | —Unverified | 0 |
| High Dimensional Bayesian Optimization Assisted by Principal Component Analysis | Jul 2, 2020 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Can Global Optimization Strategy Outperform Myopic Strategy for Bayesian Parameter Estimation? | Jul 1, 2020 | global-optimizationparameter estimation | —Unverified | 0 |
| Lifted Disjoint Paths with Application in Multiple Object Tracking | Jun 25, 2020 | global-optimizationMultiple Object Tracking | CodeCode Available | 1 |
| Empirical Study on the Benefits of Multiobjectivization for Solving Single-Objective Problems | Jun 25, 2020 | global-optimization | —Unverified | 0 |
| Airfoil Design Parameterization and Optimization using Bézier Generative Adversarial Networks | Jun 21, 2020 | global-optimization | CodeCode Available | 1 |
| Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization | Jun 21, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| An adaptive stochastic gradient-free approach for high-dimensional blackbox optimization | Jun 18, 2020 | global-optimizationVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Nonasymptotic Guarantees for Spiked Matrix Recovery with Generative Priors | Jun 14, 2020 | global-optimization | —Unverified | 0 |
| An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design | Jun 12, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| CoolMomentum: A Method for Stochastic Optimization by Langevin Dynamics with Simulated Annealing | May 29, 2020 | global-optimizationPhysical Simulations | CodeCode Available | 0 |
| Global Optimization of Gaussian processes | May 21, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Upper Trust Bound Feasibility Criterion for Mixed Constrained Bayesian Optimization with Application to Aircraft Design | May 11, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Nonlinear Dynamic Systems Parameterization Using Interval-Based Global Optimization: Computing Lipschitz Constants and Beyond | Apr 25, 2020 | global-optimization | CodeCode Available | 0 |
| Initial Design Strategies and their Effects on Sequential Model-Based Optimization | Mar 30, 2020 | global-optimization | CodeCode Available | 0 |
| Regret and Belief Complexity Trade-off in Gaussian Process Bandits via Information Thresholding | Mar 23, 2020 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Cost-aware Bayesian Optimization | Mar 22, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Learning to be Global Optimizer | Mar 10, 2020 | global-optimizationimage-classification | —Unverified | 0 |
| Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization | Mar 9, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search | Mar 7, 2020 | Evolutionary Algorithmsglobal-optimization | —Unverified | 0 |
| Towards Solving Large-scale Expensive Optimization Problems Efficiently Using Coordinate Descent Algorithm | Mar 7, 2020 | global-optimization | —Unverified | 0 |
| StochasticRank: Global Optimization of Scale-Free Discrete Functions | Mar 4, 2020 | global-optimizationLearning-To-Rank | —Unverified | 0 |
| Generalized Self-Adapting Particle Swarm Optimization algorithm with archive of samples | Feb 28, 2020 | global-optimizationManagement | —Unverified | 0 |
| Efficient Rollout Strategies for Bayesian Optimization | Feb 24, 2020 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Practical Bayesian Optimization of Objectives with Conditioning Variables | Feb 23, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Shallow2Deep: Indoor Scene Modeling by Single Image Understanding | Feb 22, 2020 | 3D geometryglobal-optimization | —Unverified | 0 |
| Analysis of performance criteria for optimization based bearing only target tracking algorithms | Feb 21, 2020 | Evolutionary Algorithmsglobal-optimization | —Unverified | 0 |
| Scalable Constrained Bayesian Optimization | Feb 20, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting | Feb 17, 2020 | global-optimizationText Detection | —Unverified | 0 |
| A Novel Evolution Strategy with Directional Gaussian Smoothing for Blackbox Optimization | Feb 7, 2020 | global-optimization | CodeCode Available | 0 |
| Geocoding of trees from street addresses and street-level images | Feb 5, 2020 | global-optimization | —Unverified | 0 |
| Uncertainty Quantification for Bayesian Optimization | Feb 4, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A Difference-of-Convex Programming Approach With Parallel Branch-and-Bound For Sentence Compression Via A Hybrid Extractive Model | Feb 2, 2020 | global-optimizationLanguage Modeling | —Unverified | 0 |
| Consensus-Based Optimization on Hypersurfaces: Well-Posedness and Mean-Field Limit | Jan 31, 2020 | global-optimization | —Unverified | 0 |