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| Open-set Classification of Common Waveforms Using A Deep Feed-forward Network and Binary Isolation Forest Models | Oct 1, 2021 | open-set classification | —Unverified | 0 |
| One-Class Meta-Learning: Towards Generalizable Few-Shot Open-Set Classification | Sep 14, 2021 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Open Set RF Fingerprinting using Generative Outlier Augmentation | Aug 30, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Reconstruction guided Meta-learning for Few Shot Open Set Recognition | Jul 31, 2021 | ClassificationMeta-Learning | —Unverified | 0 |
| An Empirical Exploration of Open-Set Recognition via Lightweight Statistical Pipelines | Jan 1, 2021 | open-set classificationOpen Set Learning | —Unverified | 0 |
| Data-Driven Fault Diagnosis Analysis and Open-Set Classification of Time-Series Data | Sep 10, 2020 | ClassificationFault Diagnosis | —Unverified | 0 |
| Improved Robustness to Open Set Inputs via Tempered Mixup | Sep 10, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification | Aug 11, 2020 | General ClassificationKnowledge Distillation | —Unverified | 0 |
| Open-Set Recognition with Gaussian Mixture Variational Autoencoders | Jun 3, 2020 | ClassificationClustering | —Unverified | 0 |
| Unifying Few- and Zero-Shot Egocentric Action Recognition | May 27, 2020 | Action RecognitionBenchmarking | —Unverified | 0 |
| One-vs-Rest Network-based Deep Probability Model for Open Set Recognition | Apr 17, 2020 | open-set classificationOpen Set Learning | —Unverified | 0 |
| Open Set Authorship Attribution toward Demystifying Victorian Periodicals | Dec 17, 2019 | Authorship AttributionGeneral Classification | CodeCode Available | 0 |
| Unbiased Evaluation of Deep Metric Learning Algorithms | Nov 28, 2019 | AttributeMetric Learning | CodeCode Available | 0 |
| Moving Towards Open Set Incremental Learning: Readily Discovering New Authors | Oct 28, 2019 | Author AttributionClustering | —Unverified | 0 |
| Stochastic Prototype Embeddings | Sep 25, 2019 | Few-Shot Learningopen-set classification | —Unverified | 0 |
| Bayesian Nonparametrics for Non-exhaustive Learning | Aug 26, 2019 | BIG-bench Machine Learningopen-set classification | —Unverified | 0 |
| Classification-Reconstruction Learning for Open-Set Recognition | Dec 11, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Extreme Value Theory for Open Set Classification -- GPD and GEV Classifiers | Aug 29, 2018 | General Classificationopen-set classification | —Unverified | 0 |
| Generative OpenMax for Multi-Class Open Set Classification | Jul 24, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Toward an Efficient Multi-class Classification in an Open Universe | Nov 2, 2015 | ClassificationGeneral Classification | —Unverified | 0 |