| Neural Surface Reconstruction of Dynamic Scenes with Monocular RGB-D Camera | Jun 30, 2022 | Dynamic Reconstructionglobal-optimization | CodeCode Available | 2 |
| SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization | Sep 20, 2021 | AutoMLBayesian Optimization | CodeCode Available | 2 |
| BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization | Oct 14, 2019 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 2 |
| Physics-guided and fabrication-aware inverse design of photonic devices using diffusion models | Apr 23, 2025 | BinarizationDenoising | CodeCode Available | 1 |
| FedAWA: Adaptive Optimization of Aggregation Weights in Federated Learning Using Client Vectors | Mar 20, 2025 | Federated Learningglobal-optimization | 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 |
| Balancing Accuracy and Efficiency for Large-Scale SLAM: A Minimal Subset Approach for Scalable Loop Closures | Jan 3, 2025 | global-optimizationLoop Closure Detection | CodeCode Available | 1 |
| What should a neuron aim for? Designing local objective functions based on information theory | Dec 3, 2024 | global-optimization | CodeCode Available | 1 |
| Optimizing Posterior Samples for Bayesian Optimization via Rootfinding | Oct 29, 2024 | Bayesian Optimizationglobal-optimization | CodeCode Available | 1 |
| Batched Energy-Entropy acquisition for Bayesian Optimization | Oct 11, 2024 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
