| AutoTurb: Using Large Language Models for Automatic Algebraic Model Discovery of Turbulence Closure | Oct 14, 2024 | global-optimizationModel Discovery | —Unverified | 0 |
| Saliency Guided Optimization of Diffusion Latents | Oct 14, 2024 | global-optimizationImage Generation | —Unverified | 0 |
| Batched Energy-Entropy acquisition for Bayesian Optimization | Oct 11, 2024 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Gaussian Process Thompson Sampling via Rootfinding | Oct 10, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Large Language Model Aided Multi-objective Evolutionary Algorithm: a Low-cost Adaptive Approach | Oct 3, 2024 | Evolutionary Algorithmsglobal-optimization | —Unverified | 0 |
| An Overview of the Burer-Monteiro Method for Certifiable Robot Perception | Sep 30, 2024 | global-optimization | —Unverified | 0 |
| ReLoo: Reconstructing Humans Dressed in Loose Garments from Monocular Video in the Wild | Sep 23, 2024 | 3D Reconstructionglobal-optimization | —Unverified | 0 |
| MRSO: Balancing Exploration and Exploitation through Modified Rat Swarm Optimization for Global Optimization | Sep 20, 2024 | global-optimization | —Unverified | 0 |
| ReLU Surrogates in Mixed-Integer MPC for Irrigation Scheduling | Sep 18, 2024 | Computational Efficiencyglobal-optimization | —Unverified | 0 |
| Unsupervised Multimodal 3D Medical Image Registration with Multilevel Correlation Balanced Optimization | Sep 8, 2024 | global-optimizationImage Registration | CodeCode Available | 0 |
| FreeAugment: Data Augmentation Search Across All Degrees of Freedom | Sep 7, 2024 | AllData Augmentation | CodeCode Available | 0 |
| Optimization-Based Control of Distributed Battery Storage in Distribution Networks | Aug 31, 2024 | global-optimization | —Unverified | 0 |
| WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration | Aug 28, 2024 | Decision Makingglobal-optimization | —Unverified | 0 |
| Co-Fix3D: Enhancing 3D Object Detection with Collaborative Refinement | Aug 15, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Quantifying over Optimum Answer Sets | Aug 14, 2024 | global-optimization | —Unverified | 0 |
| Kernel Sum of Squares for Data Adapted Kernel Learning of Dynamical Systems from Data: A global optimization approach | Aug 12, 2024 | global-optimizationTime Series | —Unverified | 0 |
| MultiViPerFrOG: A Globally Optimized Multi-Viewpoint Perception Framework for Camera Motion and Tissue Deformation | Aug 8, 2024 | global-optimization | —Unverified | 0 |
| Evaluating Modern Approaches in 3D Scene Reconstruction: NeRF vs Gaussian-Based Methods | Aug 8, 2024 | 3D Scene Reconstructionglobal-optimization | —Unverified | 0 |
| Learning Optimal Signal Temporal Logic Decision Trees for Classification: A Max-Flow MILP Formulation | Jul 30, 2024 | Classificationglobal-optimization | —Unverified | 0 |
| Hyperparameter Optimization for Driving Strategies Based on Reinforcement Learning | Jul 19, 2024 | Autonomous DrivingBayesian Optimization | —Unverified | 0 |
| Deep Learning without Global Optimization by Random Fourier Neural Networks | Jul 16, 2024 | Deep Learningglobal-optimization | —Unverified | 0 |
| Stepping Stones: A Progressive Training Strategy for Audio-Visual Semantic Segmentation | Jul 16, 2024 | Decoderglobal-optimization | CodeCode Available | 1 |
| Potential Based Diffusion Motion Planning | Jul 8, 2024 | global-optimizationMotion Planning | —Unverified | 0 |
| Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing | Jul 5, 2024 | Dependency Parsingglobal-optimization | —Unverified | 0 |
| GSO-YOLO: Global Stability Optimization YOLO for Construction Site Detection | Jul 1, 2024 | global-optimizationobject-detection | —Unverified | 0 |
