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open-set classification

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Showing 1–47 of 47 papers

TitleStatusHype
Data-Driven Hierarchical Open Set Recognition—0
Leveraging Open-Source Large Language Models for Native Language Identification—0
Acoustic identification of individual animals with hierarchical contrastive learning—0
FungiTastic: A multi-modal dataset and benchmark for image categorization—0
Large-Scale Evaluation of Open-Set Image Classification TechniquesCode0
BOSC: A Backdoor-based Framework for Open Set Synthetic Image Attribution—0
Model Pairing Using Embedding Translation for Backdoor Attack Detection on Open-Set Classification TasksCode0
Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from GeneralizationCode0
Open-Set Face Recognition with Maximal Entropy and Objectosphere LossCode0
Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification—0
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers UtilizationCode1
Robust open-set classification for encrypted traffic fingerprintingCode0
Open-set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature AugmentationCode0
G^2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns—0
OpenNDD: Open Set Recognition for Neurodevelopmental Disorders Detection—0
ProTeCt: Prompt Tuning for Taxonomic Open Set ClassificationCode0
Open Set Classification of GAN-based Image Manipulations via a ViT-based Hybrid Architecture—0
Learning Pairwise Interaction for Generalizable DeepFake DetectionCode0
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization DatasetCode1
Open-Set Automatic Target RecognitionCode1
Large-Scale Open-Set Classification Protocols for ImageNetCode0
Open Set Classification of Untranscribed Handwritten Documents—0
Open-Set Recognition with Gradient-Based Representations—0
GB-CosFace: Rethinking Softmax-based Face Recognition from the Perspective of Open Set Classification—0
Unsupervised detection and open-set classification of fast-ramped flexibility activation events—0
Progressively Select and Reject Pseudo-labelled Samples for Open-Set Domain Adaptation—0
Open-set Classification of Common Waveforms Using A Deep Feed-forward Network and Binary Isolation Forest Models—0
One-Class Meta-Learning: Towards Generalizable Few-Shot Open-Set Classification—0
Open Set RF Fingerprinting using Generative Outlier Augmentation—0
Reconstruction guided Meta-learning for Few Shot Open Set Recognition—0
An Empirical Exploration of Open-Set Recognition via Lightweight Statistical Pipelines—0
Data-Driven Fault Diagnosis Analysis and Open-Set Classification of Time-Series Data—0
Improved Robustness to Open Set Inputs via Tempered Mixup—0
S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification—0
Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite ImageryCode1
Open-Set Recognition with Gaussian Mixture Variational Autoencoders—0
Unifying Few- and Zero-Shot Egocentric Action Recognition—0
One-vs-Rest Network-based Deep Probability Model for Open Set Recognition—0
Open Set Authorship Attribution toward Demystifying Victorian PeriodicalsCode0
Unbiased Evaluation of Deep Metric Learning AlgorithmsCode0
Moving Towards Open Set Incremental Learning: Readily Discovering New Authors—0
Stochastic Prototype Embeddings—0
Bayesian Nonparametrics for Non-exhaustive Learning—0
Classification-Reconstruction Learning for Open-Set RecognitionCode0
Extreme Value Theory for Open Set Classification -- GPD and GEV Classifiers—0
Generative OpenMax for Multi-Class Open Set Classification—0
Toward an Efficient Multi-class Classification in an Open Universe—0
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