| Counter-example guided inductive synthesis of control Lyapunov functions for uncertain systems | Mar 17, 2023 | global-optimization | —Unverified | 0 |
| Continuous Function Structured in Multilayer Perceptron for Global Optimization | Mar 7, 2023 | Benchmarkingglobal-optimization | —Unverified | 0 |
| Neural-BO: A Black-box Optimization Algorithm using Deep Neural Networks | Mar 3, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| A Unified Momentum-based Paradigm of Decentralized SGD for Non-Convex Models and Heterogeneous Data | Mar 1, 2023 | Edge-computingglobal-optimization | —Unverified | 0 |
| Global optimization in the discrete and variable-dimension conformational space: The case of crystal with the strongest atomic cohesion | Feb 27, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition | Feb 22, 2023 | 3D Human Reconstructionglobal-optimization | CodeCode Available | 3 |
| Rapid Design of Top-Performing Metal-Organic Frameworks with Qualitative Representations of Building Blocks | Feb 17, 2023 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
| Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks | Feb 14, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Global and Preference-based Optimization with Mixed Variables using Piecewise Affine Surrogates | Feb 9, 2023 | global-optimization | CodeCode Available | 0 |
| FedLAP-DP: Federated Learning by Sharing Differentially Private Loss Approximations | Feb 2, 2023 | Federated Learningglobal-optimization | CodeCode Available | 0 |
| Massively Parallel Genetic Optimization through Asynchronous Propagation of Populations | Jan 20, 2023 | global-optimization | CodeCode Available | 1 |
| Approximation of optimization problems with constraints through kernel Sum-Of-Squares | Jan 16, 2023 | Articlesglobal-optimization | —Unverified | 0 |
| HRTransNet: HRFormer-Driven Two-Modality Salient Object Detection | Jan 8, 2023 | global-optimizationObject | CodeCode Available | 1 |
| Anchor3DLane: Learning to Regress 3D Anchors for Monocular 3D Lane Detection | Jan 6, 2023 | 3D Lane Detectionglobal-optimization | CodeCode Available | 1 |
| A Global Optimization Algorithm for K-Center Clustering of One Billion Samples | Dec 30, 2022 | Clusteringglobal-optimization | —Unverified | 0 |
| Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network | Dec 29, 2022 | global-optimization | —Unverified | 0 |
| Scaling Painting Style Transfer | Dec 27, 2022 | global-optimizationGPU | CodeCode Available | 0 |
| Automatically Bounding the Taylor Remainder Series: Tighter Bounds and New Applications | Dec 22, 2022 | global-optimizationNumerical Integration | CodeCode Available | 2 |
| Multi-surrogate Assisted Efficient Global Optimization for Discrete Problems | Dec 13, 2022 | global-optimizationManagement | —Unverified | 0 |
| Unsupervised spectral-band feature identification for optimal process discrimination | Dec 7, 2022 | global-optimization | —Unverified | 0 |
| In-Hand 3D Object Scanning from an RGB Sequence | Nov 28, 2022 | global-optimizationNeRF | —Unverified | 0 |
| CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization with Unmodeled Constraints | Nov 21, 2022 | global-optimization | —Unverified | 0 |
| Global Optimization with Parametric Function Approximation | Nov 16, 2022 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Quantization-Based Optimization: Alternative Stochastic Approximation of Global Optimization | Nov 8, 2022 | global-optimizationQuantization | —Unverified | 0 |
| Global Optimization of Energy Efficiency in IRS-Aided Communication Systems via Robust IRS-Element Activation | Oct 29, 2022 | global-optimization | —Unverified | 0 |
