| 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 |
| System Parameter Exploration of Ship Maneuvering Model for Automatic Docking / Berthing using CMA-ES | Nov 11, 2021 | global-optimization | —Unverified | 0 |
| AGGLIO: Global Optimization for Locally Convex Functions | Nov 6, 2021 | global-optimizationModel Optimization | CodeCode Available | 0 |
| A machine learning approach for fighting the curse of dimensionality in global optimization | Oct 28, 2021 | BIG-bench Machine Learningglobal-optimization | —Unverified | 0 |
| Cross-Sim-NGF: FFT-Based Global Rigid Multimodal Alignment of Image Volumes using Normalized Gradient Fields | Oct 19, 2021 | global-optimization | CodeCode Available | 0 |
| Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information | Oct 19, 2021 | Adversarial Attackglobal-optimization | —Unverified | 0 |
| Scalable Bayesian Optimization Accelerates Process Optimization of Penicillin Production | Sep 24, 2021 | Bayesian OptimizationDrug Discovery | CodeCode Available | 0 |
| SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization | Sep 20, 2021 | AutoMLBayesian Optimization | CodeCode Available | 2 |
| Headed-Span-Based Projective Dependency Parsing | Sep 17, 2021 | Dependency Parsingglobal-optimization | —Unverified | 0 |
| Pre-trained Gaussian Processes for Bayesian Optimization | Sep 16, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Certifiably Optimal Outlier-Robust Geometric Perception: Semidefinite Relaxations and Scalable Global Optimization | Sep 7, 2021 | global-optimizationPose Estimation | CodeCode Available | 1 |
| Cumulative Regret Analysis of the Piyavskii--Shubert Algorithm and Its Variants for Global Optimization | Aug 24, 2021 | global-optimization | —Unverified | 0 |
| COVINS: Visual-Inertial SLAM for Centralized Collaboration | Aug 12, 2021 | global-optimization | CodeCode Available | 1 |
| Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning | Aug 6, 2021 | global-optimizationRetrieval | CodeCode Available | 0 |
| High dimensional Bayesian Optimization Algorithm for Complex System in Time Series | Aug 4, 2021 | Bayesian OptimizationDimensionality Reduction | —Unverified | 0 |
| AligNarr: Aligning Narratives on Movies | Aug 1, 2021 | global-optimization | CodeCode Available | 0 |
| Document-level Event Extraction via Parallel Prediction Networks | Aug 1, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 |
| Adversarial Learning for Discourse Rhetorical Structure Parsing | Aug 1, 2021 | DRS Parsingglobal-optimization | CodeCode Available | 1 |
| FLASH: Fast Neural Architecture Search with Hardware Optimization | Aug 1, 2021 | global-optimizationNeural Architecture Search | —Unverified | 0 |
| Otimizacao de pesos e funcoes de ativacao de redes neurais aplicadas na previsao de series temporais | Jul 29, 2021 | global-optimizationTime Series | —Unverified | 0 |
| Continuation Newton methods with deflation techniques for global optimization problems | Jul 29, 2021 | Evolutionary Algorithmsglobal-optimization | CodeCode Available | 0 |
| GoTube: Scalable Stochastic Verification of Continuous-Depth Models | Jul 18, 2021 | global-optimization | CodeCode Available | 1 |
