| Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernels | Sep 25, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 1 |
| AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation | Sep 25, 2023 | Computational EfficiencyFeature Correlation | CodeCode Available | 1 |
| Model-based causal feature selection for general response types | Sep 22, 2023 | feature selection | CodeCode Available | 1 |
| Statistical Hypothesis Testing for Information Value (IV) | Sep 22, 2023 | feature selection | CodeCode Available | 1 |
| A Non-Invasive Interpretable NAFLD Diagnostic Method Combining TCM Tongue Features | Sep 6, 2023 | Diagnosticfeature selection | CodeCode Available | 1 |
| MvFS: Multi-view Feature Selection for Recommender System | Sep 5, 2023 | Feature Importancefeature selection | CodeCode Available | 1 |
| Unified Single-Stage Transformer Network for Efficient RGB-T Tracking | Aug 26, 2023 | feature selectionRgb-T Tracking | CodeCode Available | 1 |
| STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning | Aug 21, 2023 | feature selectionObject Counting | CodeCode Available | 1 |
| Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes | Aug 14, 2023 | Deep Learningfeature selection | CodeCode Available | 1 |
| Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction | Aug 1, 2023 | Click-Through Rate PredictionEvolutionary Algorithms | CodeCode Available | 1 |
| Multimodal Multi-loss Fusion Network for Sentiment Analysis | Aug 1, 2023 | feature selectionMultimodal Sentiment Analysis | CodeCode Available | 1 |
| Diffusion Models Beat GANs on Image Classification | Jul 17, 2023 | ClassificationDenoising | CodeCode Available | 1 |
| ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data | Jun 21, 2023 | feature selectionInductive Bias | CodeCode Available | 1 |
| Interpretable Deep Clustering for Tabular Data | Jun 7, 2023 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Finding the Pillars of Strength for Multi-Head Attention | May 22, 2023 | feature selection | CodeCode Available | 1 |
| Unbiased Gradient Boosting Decision Tree with Unbiased Feature Importance | May 18, 2023 | Feature Importancefeature selection | CodeCode Available | 1 |
| RF-GNN: Random Forest Boosted Graph Neural Network for Social Bot Detection | Apr 14, 2023 | Ensemble Learningfeature selection | CodeCode Available | 1 |
| Bayesian Optimization of Catalysis With In-Context Learning | Apr 11, 2023 | Bayesian OptimizationFeature Engineering | CodeCode Available | 1 |
| Slide-Transformer: Hierarchical Vision Transformer with Local Self-Attention | Apr 9, 2023 | feature selectionInductive Bias | CodeCode Available | 1 |
| FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional Regressions | Mar 26, 2023 | CPUfeature selection | CodeCode Available | 1 |
| A novel facial emotion recognition model using segmentation VGG-19 architecture | Mar 24, 2023 | Emotion RecognitionFacial Emotion Recognition | CodeCode Available | 1 |
| LMR: A Large-Scale Multi-Reference Dataset for Reference-based Super-Resolution | Mar 9, 2023 | feature selectionImage Super-Resolution | CodeCode Available | 1 |
| BALANCE: Bayesian Linear Attribution for Root Cause Localization | Jan 31, 2023 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 |
| GIPA: A General Information Propagation Algorithm for Graph Learning | Jan 19, 2023 | Attributefeature selection | CodeCode Available | 1 |
| Learning to Maximize Mutual Information for Dynamic Feature Selection | Jan 2, 2023 | feature selectionReinforcement Learning (RL) | CodeCode Available | 1 |
| An Evolutionary Multitasking Algorithm with Multiple Filtering for High-Dimensional Feature Selection | Dec 17, 2022 | feature selectionTransfer Learning | CodeCode Available | 1 |
| Systematic Analysis of Biomolecular Conformational Ensembles with PENSA | Dec 6, 2022 | feature selection | CodeCode Available | 1 |
| Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data | Nov 28, 2022 | feature selection | CodeCode Available | 1 |
| SliceMatch: Geometry-guided Aggregation for Cross-View Pose Estimation | Nov 26, 2022 | Camera Pose EstimationContrastive Learning | CodeCode Available | 1 |
| Where to Pay Attention in Sparse Training for Feature Selection? | Nov 26, 2022 | feature selection | CodeCode Available | 1 |
| Graph Convolutional Network-based Feature Selection for High-dimensional and Low-sample Size Data | Nov 25, 2022 | Dimensionality Reductionfeature selection | CodeCode Available | 1 |
| fseval: A Benchmarking Framework for Feature Selection and Feature Ranking Algorithms | Nov 23, 2022 | Automated Feature EngineeringBenchmarking | CodeCode Available | 1 |
| Secure and Privacy-Preserving Automated Machine Learning Operations into End-to-End Integrated IoT-Edge-Artificial Intelligence-Blockchain Monitoring System for Diabetes Mellitus Prediction | Nov 13, 2022 | Diabetes Predictionfeature selection | CodeCode Available | 1 |
| Composite Feature Selection using Deep Ensembles | Nov 1, 2022 | feature selection | CodeCode Available | 1 |
| Transposed Variational Auto-encoder with Intrinsic Feature Learning for Traffic Forecasting | Oct 30, 2022 | feature selectionGraph Attention | CodeCode Available | 1 |
| FingerFlex: Inferring Finger Trajectories from ECoG signals | Oct 23, 2022 | Brain Computer InterfaceBrain Decoding | CodeCode Available | 1 |
| A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems | Oct 5, 2022 | feature selection | CodeCode Available | 1 |
| A Unified Multi-Task Semantic Communication System for Multimodal Data | Sep 16, 2022 | feature selectionSemantic Communication | CodeCode Available | 1 |
| Deep Feature Selection for Anomaly Detection Based on Pretrained Network and Gaussian Discriminative Analysis | Sep 12, 2022 | Anomaly DetectionFault Diagnosis | CodeCode Available | 1 |
| GANDALF: Gated Adaptive Network for Deep Automated Learning of Features | Jul 18, 2022 | feature selectionregression | CodeCode Available | 1 |
| Graph Property Prediction on Open Graph Benchmark: A Winning Solution by Graph Neural Architecture Search | Jul 13, 2022 | feature selectionGraph Classification | CodeCode Available | 1 |
| ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles | Jul 8, 2022 | Additive modelsfeature selection | CodeCode Available | 1 |
| Thermodynamics-inspired Explanations of Artificial Intelligence | Jun 27, 2022 | feature selectionimage-classification | CodeCode Available | 1 |
| STREAMLINE: A Simple, Transparent, End-To-End Automated Machine Learning Pipeline Facilitating Data Analysis and Algorithm Comparison | Jun 23, 2022 | AutoMLBinary Classification | CodeCode Available | 1 |
| OmicSelector: automatic feature selection and deep learning modeling for omic experiments | Jun 2, 2022 | ClassificationDiagnostic | CodeCode Available | 1 |
| LPFS: Learnable Polarizing Feature Selection for Click-Through Rate Prediction | Jun 1, 2022 | Click-Through Rate Predictionfeature selection | CodeCode Available | 1 |
| ARLO: A Framework for Automated Reinforcement Learning | May 20, 2022 | feature selectionMuJoCo | CodeCode Available | 1 |
| Standardized Evaluation of Machine Learning Methods for Evolving Data Streams | Apr 28, 2022 | BIG-bench Machine LearningDrift Detection | CodeCode Available | 1 |
| AutoField: Automating Feature Selection in Deep Recommender Systems | Apr 19, 2022 | AutoMLfeature selection | CodeCode Available | 1 |
| Correlation-based feature selection to identify functional dynamics in proteins | Apr 6, 2022 | ClusteringCommunity Detection | CodeCode Available | 1 |
