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global-optimization

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TitleStatusHype
Dynamic Low-Resolution Distillation for Cost-Efficient End-to-End Text SpottingCode0
A Simple Novel Global Optimization Algorithm and Its Performance on Some Benchmark Functions—0
Active Distribution System Coordinated Control Method via Artificial Intelligence—0
Assessing Ranking and Effectiveness of Evolutionary Algorithm Hyperparameters Using Global Sensitivity Analysis MethodologiesCode0
Toward an ImageNet Library of Functions for Global Optimization Benchmarking—0
Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring—0
Tensor Train for Global Optimization Problems in Robotics—0
Training Neural Networks using SAT solvers—0
Incremental Recursive Ranking Grouping for Large Scale Global Optimization—0
Efficient Minimax Optimal Global Optimization of Lipschitz Continuous Multivariate Functions—0
Real Time Detection Free Tracking of Multiple Objects Via Equilibrium Optimizer—0
Efficient Antenna Optimization Using a Hybrid of Evolutionary Programing and Particle Swarm Optimization—0
Assessing Streamline Plausibility Through Randomized Iterative Spherical-Deconvolution Informed Tractogram FilteringCode0
High Dimensional Bayesian Optimization with Kernel Principal Component Analysis—0
Forecasting foreign exchange rates with regression networks tuned by Bayesian optimization—0
LAB: A Leader-Advocate-Believer Based Optimization Algorithm—0
An Algebraically Converging Stochastic Gradient Descent Algorithm for Global Optimization—0
Deep Q-learning of global optimizer of multiply model parameters for viscoelastic imaging—0
Quantum open system identification via global optimization: Optimally accurate Markovian models of open systems from time-series dataCode0
Tuning Particle Accelerators with Safety Constraints using Bayesian Optimization—0
Convergence Error Analysis of Reflected Gradient Langevin Dynamics for Globally Optimizing Non-Convex Constrained Problems—0
Neural Part Priors: Learning to Optimize Part-Based Object Completion in RGB-D Scans—0
MMES: Mixture Model based Evolution Strategy for Large-Scale OptimizationCode0
Learning cardiac activation maps from 12-lead ECG with multi-fidelity Bayesian optimization on manifolds—0
NeReF: Neural Refractive Field for Fluid Surface Reconstruction and Implicit Representation—0
Graph-based Reinforcement Learning meets Mixed Integer Programs: An application to 3D robot assembly discovery—0
Computational Fluid Dynamics and Machine Learning as tools for Optimization of Micromixers geometry—0
PINA: Learning a Personalized Implicit Neural Avatar from a Single RGB-D Video Sequence—0
Vision-based Large-scale 3D Semantic Mapping for Autonomous Driving Applications—0
Entropic trust region for densest crystallographic symmetry group packings—0
Distributed Voltage Control of Active Distribution Networks With Global Sensitivity—0
Comparative analysis of machine learning methods for active flow control—0
A Graph-Matching Approach for Cross-view Registration of Over-view 2 and Street-view based Point Clouds—0
New hard benchmark functions for global optimization—0
A unified surrogate-based scheme for black-box and preference-based optimization—0
Global Optimization Networks—0
Dilated Continuous Random Field for Semantic SegmentationCode0
GoSafeOpt: Scalable Safe Exploration for Global Optimization of Dynamical SystemsCode0
Low Regret Binary Sampling Method for Efficient Global Optimization of Univariate Functions—0
Motion Prediction via Joint Dependency Modeling in Phase SpaceCode0
Efficient Global Optimization of Two-layer ReLU Networks: Quadratic-time Algorithms and Adversarial Training—0
Thinking inside the box: A tutorial on grey-box Bayesian optimization—0
Global convergence of optimized adaptive importance samplers—0
High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series—0
Stochastic Learning Equation using Monotone Increasing Resolution of Quantization—0
Low-rank Tensor Decomposition for Compression of Convolutional Neural Networks Using Funnel Regularization—0
FaSS-MVS -- Fast Multi-View Stereo with Surface-Aware Semi-Global Matching from UAV-borne Monocular Imagery—0
An Exact Algorithm for Semi-supervised Minimum Sum-of-Squares ClusteringCode0
A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems—0
BSC: Block-based Stochastic Computing to Enable Accurate and Efficient TinyML—0
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