| Graph-based Reinforcement Learning meets Mixed Integer Programs: An application to 3D robot assembly discovery | Mar 8, 2022 | global-optimizationMotion Planning | —Unverified | 0 |
| Computational Fluid Dynamics and Machine Learning as tools for Optimization of Micromixers geometry | Mar 4, 2022 | BIG-bench Machine Learningglobal-optimization | —Unverified | 0 |
| PINA: Learning a Personalized Implicit Neural Avatar from a Single RGB-D Video Sequence | Mar 3, 2022 | global-optimization | —Unverified | 0 |
| Vision-based Large-scale 3D Semantic Mapping for Autonomous Driving Applications | Mar 2, 2022 | Autonomous Drivingglobal-optimization | —Unverified | 0 |
| Entropic trust region for densest crystallographic symmetry group packings | Feb 24, 2022 | global-optimization | —Unverified | 0 |
| Distributed Voltage Control of Active Distribution Networks With Global Sensitivity | Feb 24, 2022 | global-optimizationSensitivity | —Unverified | 0 |
| Comparative analysis of machine learning methods for active flow control | Feb 23, 2022 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| A Graph-Matching Approach for Cross-view Registration of Over-view 2 and Street-view based Point Clouds | Feb 14, 2022 | global-optimizationGraph Matching | —Unverified | 0 |
| New hard benchmark functions for global optimization | Feb 9, 2022 | global-optimization | —Unverified | 0 |
| A unified surrogate-based scheme for black-box and preference-based optimization | Feb 3, 2022 | global-optimization | —Unverified | 0 |
| Global Optimization Networks | Feb 2, 2022 | global-optimizationGPR | —Unverified | 0 |
| Dilated Continuous Random Field for Semantic Segmentation | Feb 1, 2022 | global-optimizationSemantic Segmentation | CodeCode Available | 0 |
| GoSafeOpt: Scalable Safe Exploration for Global Optimization of Dynamical Systems | Jan 24, 2022 | global-optimizationSafe Exploration | CodeCode Available | 0 |
| Low Regret Binary Sampling Method for Efficient Global Optimization of Univariate Functions | Jan 18, 2022 | global-optimization | —Unverified | 0 |
| Motion Prediction via Joint Dependency Modeling in Phase Space | Jan 7, 2022 | Anatomyglobal-optimization | CodeCode Available | 0 |
| Efficient Global Optimization of Two-layer ReLU Networks: Quadratic-time Algorithms and Adversarial Training | Jan 6, 2022 | global-optimization | —Unverified | 0 |
| Thinking inside the box: A tutorial on grey-box Bayesian optimization | Jan 2, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Global convergence of optimized adaptive importance samplers | Jan 2, 2022 | global-optimization | —Unverified | 0 |
| High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series | Jan 1, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Stochastic Learning Equation using Monotone Increasing Resolution of Quantization | Dec 24, 2021 | global-optimizationQuantization | —Unverified | 0 |
| Low-rank Tensor Decomposition for Compression of Convolutional Neural Networks Using Funnel Regularization | Dec 7, 2021 | global-optimizationModel Compression | —Unverified | 0 |
| FaSS-MVS -- Fast Multi-View Stereo with Surface-Aware Semi-Global Matching from UAV-borne Monocular Imagery | Dec 1, 2021 | Depth Estimationglobal-optimization | —Unverified | 0 |
| An Exact Algorithm for Semi-supervised Minimum Sum-of-Squares Clustering | Nov 30, 2021 | ClusteringConstrained Clustering | CodeCode Available | 0 |
| A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems | Nov 16, 2021 | Decoderglobal-optimization | —Unverified | 0 |
| BSC: Block-based Stochastic Computing to Enable Accurate and Efficient TinyML | Nov 12, 2021 | global-optimization | —Unverified | 0 |