| Progressively Select and Reject Pseudo-labelled Samples for Open-Set Domain Adaptation | Oct 25, 2021 | Domain Adaptationimage-classification | —Unverified | 0 | 0 |
| S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification | Aug 11, 2020 | General ClassificationKnowledge Distillation | —Unverified | 0 | 0 |
| Stochastic Prototype Embeddings | Sep 25, 2019 | Few-Shot Learningopen-set classification | —Unverified | 0 | 0 |
| Toward an Efficient Multi-class Classification in an Open Universe | Nov 2, 2015 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Unifying Few- and Zero-Shot Egocentric Action Recognition | May 27, 2020 | Action RecognitionBenchmarking | —Unverified | 0 | 0 |
| Acoustic identification of individual animals with hierarchical contrastive learning | Sep 13, 2024 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| Unsupervised detection and open-set classification of fast-ramped flexibility activation events | Nov 3, 2021 | Event Detectionopen-set classification | —Unverified | 0 | 0 |
| An Empirical Exploration of Open-Set Recognition via Lightweight Statistical Pipelines | Jan 1, 2021 | open-set classificationOpen Set Learning | —Unverified | 0 | 0 |
| Bayesian Nonparametrics for Non-exhaustive Learning | Aug 26, 2019 | BIG-bench Machine Learningopen-set classification | —Unverified | 0 | 0 |
| BOSC: A Backdoor-based Framework for Open Set Synthetic Image Attribution | May 19, 2024 | AttributeImage Attribution | —Unverified | 0 | 0 |
| Data-Driven Hierarchical Open Set Recognition | Nov 4, 2024 | Classification Consistencyopen-set classification | —Unverified | 0 | 0 |
| Data-Driven Fault Diagnosis Analysis and Open-Set Classification of Time-Series Data | Sep 10, 2020 | ClassificationFault Diagnosis | —Unverified | 0 | 0 |
| Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification | Sep 5, 2023 | Active LearningClassification | —Unverified | 0 | 0 |
| Extreme Value Theory for Open Set Classification -- GPD and GEV Classifiers | Aug 29, 2018 | General Classificationopen-set classification | —Unverified | 0 | 0 |
| FungiTastic: A multi-modal dataset and benchmark for image categorization | Aug 24, 2024 | ClassificationFew-Shot Learning | —Unverified | 0 | 0 |
| GB-CosFace: Rethinking Softmax-based Face Recognition from the Perspective of Open Set Classification | Nov 22, 2021 | ClassificationFace Recognition | —Unverified | 0 | 0 |
| Generative OpenMax for Multi-Class Open Set Classification | Jul 24, 2017 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Improved Robustness to Open Set Inputs via Tempered Mixup | Sep 10, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Reconstruction guided Meta-learning for Few Shot Open Set Recognition | Jul 31, 2021 | ClassificationMeta-Learning | —Unverified | 0 | 0 |
| Leveraging Open-Source Large Language Models for Native Language Identification | Sep 15, 2024 | Feature EngineeringLanguage Acquisition | —Unverified | 0 | 0 |
| G^2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns | Aug 10, 2023 | ClassificationInductive Learning | —Unverified | 0 | 0 |
| Moving Towards Open Set Incremental Learning: Readily Discovering New Authors | Oct 28, 2019 | Author AttributionClustering | —Unverified | 0 | 0 |