| Global Optimization with A Power-Transformed Objective and Gaussian Smoothing | Dec 6, 2024 | global-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 |
| Efficient Rollout Strategies for Bayesian Optimization | Feb 24, 2020 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| Automatic Configuration of Deep Neural Networks with EGO | Oct 10, 2018 | Data Augmentationglobal-optimization | CodeCode Available | 0 | 5 |
| Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning | Aug 6, 2021 | global-optimizationRetrieval | CodeCode Available | 0 | 5 |
| New Heuristics for Parallel and Scalable Bayesian Optimization | Jul 1, 2018 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| Direct side information learning for zero-shot regression | Feb 2, 2024 | global-optimizationimage-classification | 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 |
| An adaptive stochastic gradient-free approach for high-dimensional blackbox optimization | Jun 18, 2020 | global-optimizationVocal Bursts Intensity Prediction | CodeCode Available | 0 | 5 |
| Dilated Continuous Random Field for Semantic Segmentation | Feb 1, 2022 | global-optimizationSemantic Segmentation | CodeCode Available | 0 | 5 |
