| Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset | Feb 19, 2023 | Long-tail Learningopen-set classification | CodeCode Available | 1 |
| Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite Imagery | Jul 21, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization | Aug 25, 2023 | open-set classification | CodeCode Available | 1 |
| Open-Set Automatic Target Recognition | Nov 10, 2022 | open-set classificationOpen Set Learning | CodeCode Available | 1 |
| Data-Driven Hierarchical Open Set Recognition | Nov 4, 2024 | Classification Consistencyopen-set classification | —Unverified | 0 |
| Data-Driven Fault Diagnosis Analysis and Open-Set Classification of Time-Series Data | Sep 10, 2020 | ClassificationFault Diagnosis | —Unverified | 0 |
| Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification | Sep 5, 2023 | Active LearningClassification | —Unverified | 0 |
| Extreme Value Theory for Open Set Classification -- GPD and GEV Classifiers | Aug 29, 2018 | General Classificationopen-set classification | —Unverified | 0 |
| FungiTastic: A multi-modal dataset and benchmark for image categorization | Aug 24, 2024 | ClassificationFew-Shot Learning | —Unverified | 0 |
| GB-CosFace: Rethinking Softmax-based Face Recognition from the Perspective of Open Set Classification | Nov 22, 2021 | ClassificationFace Recognition | —Unverified | 0 |
| Generative OpenMax for Multi-Class Open Set Classification | Jul 24, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Improved Robustness to Open Set Inputs via Tempered Mixup | Sep 10, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised detection and open-set classification of fast-ramped flexibility activation events | Nov 3, 2021 | Event Detectionopen-set classification | —Unverified | 0 |
| An Empirical Exploration of Open-Set Recognition via Lightweight Statistical Pipelines | Jan 1, 2021 | open-set classificationOpen Set Learning | —Unverified | 0 |
| Bayesian Nonparametrics for Non-exhaustive Learning | Aug 26, 2019 | BIG-bench Machine Learningopen-set classification | —Unverified | 0 |
| BOSC: A Backdoor-based Framework for Open Set Synthetic Image Attribution | May 19, 2024 | AttributeImage Attribution | —Unverified | 0 |
| 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 |
| Open Set Classification of GAN-based Image Manipulations via a ViT-based Hybrid Architecture | Apr 11, 2023 | AttributeClassification | —Unverified | 0 |
| Open Set Classification of Untranscribed Handwritten Documents | Jun 20, 2022 | Classificationopen-set classification | —Unverified | 0 |
| Open-Set Recognition with Gaussian Mixture Variational Autoencoders | Jun 3, 2020 | ClassificationClustering | —Unverified | 0 |
| Open-Set Recognition with Gradient-Based Representations | Jun 16, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Open Set RF Fingerprinting using Generative Outlier Augmentation | Aug 30, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Progressively Select and Reject Pseudo-labelled Samples for Open-Set Domain Adaptation | Oct 25, 2021 | Domain Adaptationimage-classification | —Unverified | 0 |
| S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification | Aug 11, 2020 | General ClassificationKnowledge Distillation | —Unverified | 0 |
| Stochastic Prototype Embeddings | Sep 25, 2019 | Few-Shot Learningopen-set classification | —Unverified | 0 |