| Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection | Apr 4, 2022 | Alzheimer's Disease DetectionBinary Classification | CodeCode Available | 1 |
| AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath | Mar 15, 2022 | 8kAudio Classification | CodeCode Available | 1 |
| An Effective Way for Cross-Market Recommendation with Hybrid Pre-Ranking and Ranking Models | Mar 2, 2022 | feature selectionRecommendation Systems | CodeCode Available | 1 |
| The Shapley Value in Machine Learning | Feb 11, 2022 | BIG-bench Machine LearningData Valuation | CodeCode Available | 1 |
| Synthetic Aperture Imaging With Events and Frames | Jan 1, 2022 | Decoderfeature selection | CodeCode Available | 1 |
| Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective | Dec 29, 2021 | feature selectionNeural Architecture Search | CodeCode Available | 1 |
| Lightweight Attentional Feature Fusion: A New Baseline for Text-to-Video Retrieval | Dec 3, 2021 | Ad-hoc video searchfeature selection | CodeCode Available | 1 |
| TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs | Nov 26, 2021 | feature selectionImage Classification | CodeCode Available | 1 |
| GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation | Nov 20, 2021 | Decoderfeature selection | CodeCode Available | 1 |
| Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection | Nov 17, 2021 | feature selection | CodeCode Available | 1 |
| Simplifying approach to Node Classification in Graph Neural Networks | Nov 12, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning | Nov 8, 2021 | feature selectionFew-Shot Learning | CodeCode Available | 1 |
| A Theoretical Analysis on Independence-driven Importance Weighting for Covariate-shift Generalization | Nov 3, 2021 | feature selection | CodeCode Available | 1 |
| A Self-adaptive Weighted Differential Evolution Approach for Large-scale Feature Selection | Oct 27, 2021 | feature selection | CodeCode Available | 1 |
| PPFS: Predictive Permutation Feature Selection | Oct 20, 2021 | feature selection | CodeCode Available | 1 |
| Robust Representation and Efficient Feature Selection Allows for Effective Clustering of SARS-CoV-2 Variants | Oct 18, 2021 | Clusteringfeature selection | CodeCode Available | 1 |
| FOLD-R++: A Scalable Toolset for Automated Inductive Learning of Default Theories from Mixed Data | Oct 15, 2021 | feature selectionInductive Learning | CodeCode Available | 1 |
| Feature Selection for Recommender Systems with Quantum Computing | Oct 11, 2021 | feature selectionRecommendation Systems | CodeCode Available | 1 |
| Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications | Sep 29, 2021 | feature selectionOrdinal Classification | CodeCode Available | 1 |
| MrSQM: Fast Time Series Classification with Symbolic Representations | Sep 2, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| FaPN: Feature-aligned Pyramid Network for Dense Image Prediction | Aug 16, 2021 | feature selectionPrediction | CodeCode Available | 1 |
| ControlBurn: Feature Selection by Sparse Forests | Jul 1, 2021 | Feature Importancefeature selection | CodeCode Available | 1 |
| Sparse Bayesian Learning via Stepwise Regression | Jun 11, 2021 | feature selectionregression | CodeCode Available | 1 |
| Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection | Jun 9, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| Explaining Time Series Predictions with Dynamic Masks | Jun 9, 2021 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 1 |
| Analysis of the robustness of NMF algorithms | Jun 4, 2021 | feature selectionSensitivity | CodeCode Available | 1 |
| Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks | Jun 1, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation | May 31, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Improving Graph Neural Networks with Simple Architecture Design | May 17, 2021 | feature selectionGraph Neural Network | CodeCode Available | 1 |
| Paying Attention to Astronomical Transients: Introducing the Time-series Transformer for Photometric Classification | May 13, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| Instance-wise Causal Feature Selection for Model Interpretation | Apr 26, 2021 | feature selectionmodel | CodeCode Available | 1 |
| Graph-based Thermal-Inertial SLAM with Probabilistic Neural Networks | Apr 15, 2021 | feature selectionProbabilistic Deep Learning | CodeCode Available | 1 |
| 3D Human Body Reshaping with Anthropometric Modeling | Apr 5, 2021 | feature selectionImputation | CodeCode Available | 1 |
| Rethinking Graph Neural Architecture Search from Message-passing | Mar 26, 2021 | feature selectionNeural Architecture Search | CodeCode Available | 1 |
| IoTDevID: A Behavior-Based Device Identification Method for the IoT | Feb 17, 2021 | Data Augmentationfeature selection | CodeCode Available | 1 |
| CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection | Feb 10, 2021 | Adversarial Robustnessfeature selection | CodeCode Available | 1 |
| Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method? | Jan 20, 2021 | ArticlesClassification | CodeCode Available | 1 |
| Curvature-based Feature Selection with Application in Classifying Electronic Health Records | Jan 10, 2021 | Breast Cancer DetectionBreast Tissue Identification | CodeCode Available | 1 |
| dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference | Jan 6, 2021 | Causal Inferencefeature selection | CodeCode Available | 1 |
| Improving Sample and Feature Selection with Principal Covariates Regression | Dec 22, 2020 | feature selectionregression | CodeCode Available | 1 |
| E2E-FS: An End-to-End Feature Selection Method for Neural Networks | Dec 14, 2020 | Feature Importancefeature selection | CodeCode Available | 1 |
| Sequential estimation of Spearman rank correlation using Hermite series estimators | Dec 11, 2020 | ClusteringData Summarization | CodeCode Available | 1 |
| Towards Better Object Detection in Scale Variation with Adaptive Feature Selection | Dec 6, 2020 | feature selectionobject-detection | CodeCode Available | 1 |
| Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders | Dec 1, 2020 | ClusteringDenoising | CodeCode Available | 1 |
| Fractal Autoencoders for Feature Selection | Oct 19, 2020 | Diversityfeature selection | CodeCode Available | 1 |
| Factorization Machines with Regularization for Sparse Feature Interactions | Oct 19, 2020 | feature selection | CodeCode Available | 1 |
| Algorithmic Stability and Generalization of an Unsupervised Feature Selection Algorithm | Oct 19, 2020 | Decision MakingDimensionality Reduction | CodeCode Available | 1 |
| Feature Importance Ranking for Deep Learning | Oct 18, 2020 | Combinatorial OptimizationDeep Learning | CodeCode Available | 1 |
| VEST: Automatic Feature Engineering for Forecasting | Oct 14, 2020 | Feature Engineeringfeature selection | CodeCode Available | 1 |
| On Feature Selection Using Anisotropic General Regression Neural Network | Oct 12, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
