| IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization | Aug 25, 2023 | open-set classification | CodeCode Available | 1 |
| Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset | Feb 19, 2023 | Long-tail Learningopen-set classification | CodeCode Available | 1 |
| Open-Set Automatic Target Recognition | Nov 10, 2022 | open-set classificationOpen Set Learning | CodeCode Available | 1 |
| Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite Imagery | Jul 21, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Data-Driven Hierarchical Open Set Recognition | Nov 4, 2024 | Classification Consistencyopen-set classification | —Unverified | 0 |
| Leveraging Open-Source Large Language Models for Native Language Identification | Sep 15, 2024 | Feature EngineeringLanguage Acquisition | —Unverified | 0 |
| Acoustic identification of individual animals with hierarchical contrastive learning | Sep 13, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| FungiTastic: A multi-modal dataset and benchmark for image categorization | Aug 24, 2024 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Large-Scale Evaluation of Open-Set Image Classification Techniques | Jun 13, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| BOSC: A Backdoor-based Framework for Open Set Synthetic Image Attribution | May 19, 2024 | AttributeImage Attribution | —Unverified | 0 |
| Model Pairing Using Embedding Translation for Backdoor Attack Detection on Open-Set Classification Tasks | Feb 28, 2024 | Backdoor Attackopen-set classification | CodeCode Available | 0 |
| Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization | Dec 27, 2023 | ClassificationContinual Learning | CodeCode Available | 0 |
| Open-Set Face Recognition with Maximal Entropy and Objectosphere Loss | Nov 1, 2023 | Domain AdaptationFace Recognition | CodeCode Available | 0 |
| Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification | Sep 5, 2023 | Active LearningClassification | —Unverified | 0 |
| Open-set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation | Aug 23, 2023 | Face RecognitionImage Classification | CodeCode Available | 0 |
| Robust open-set classification for encrypted traffic fingerprinting | Aug 23, 2023 | Classificationopen-set classification | CodeCode Available | 0 |
| G^2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns | Aug 10, 2023 | ClassificationInductive Learning | —Unverified | 0 |
| OpenNDD: Open Set Recognition for Neurodevelopmental Disorders Detection | Jun 28, 2023 | open-set classificationOpen Set Learning | —Unverified | 0 |
| ProTeCt: Prompt Tuning for Taxonomic Open Set Classification | Jun 4, 2023 | Classificationopen-set classification | CodeCode Available | 0 |
| Open Set Classification of GAN-based Image Manipulations via a ViT-based Hybrid Architecture | Apr 11, 2023 | AttributeClassification | —Unverified | 0 |
| Learning Pairwise Interaction for Generalizable DeepFake Detection | Feb 26, 2023 | Decision MakingDeepFake Detection | CodeCode Available | 0 |
| Large-Scale Open-Set Classification Protocols for ImageNet | Oct 13, 2022 | Classificationopen-set classification | CodeCode Available | 0 |
| Open Set Classification of Untranscribed Handwritten Documents | Jun 20, 2022 | Classificationopen-set classification | —Unverified | 0 |
| Open-Set Recognition with Gradient-Based Representations | Jun 16, 2022 | image-classificationImage Classification | —Unverified | 0 |
| GB-CosFace: Rethinking Softmax-based Face Recognition from the Perspective of Open Set Classification | Nov 22, 2021 | ClassificationFace Recognition | —Unverified | 0 |