| 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 |
