Browse State-of-the-Art › Open Set Learning › Papers, page 3

Open Set Learning

Papers archive 2025-07-28

archive papers tagged: 267 · with a code link: 110 · where Syntology ran a sample: 22 (20 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (22 of 267 tagged: 20 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)

Page 3 of 3: papers 201 to 267 of 267, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Open-set Recognition via Augmentation-based Similarity Learning
  24 Mar 2022 0 repositories listed
• PMAL: Open Set Recognition via Robust Prototype Mining
  16 Mar 2022 0 repositories listed
• openFEAT: Improving Speaker Identification by Open-set Few-shot Embedding Adaptation with Transformer
  24 Feb 2022 0 repositories listed
• Open-Set Recognition of Breast Cancer Treatments
  9 Jan 2022 0 repositories listed
• Synthetic Unknown Class Learning for Learning Unknowns
  15 Nov 2021 0 repositories listed
• Latent Cognizance: What Machine Really Learns
  29 Oct 2021 0 repositories listed
• Evaluation of Various Open-Set Medical Imaging Tasks with Deep Neural Networks
  21 Oct 2021 0 repositories listed
• Distance-Based Background Class Regularization for Open-Set Recognition
  29 Sep 2021 0 repositories listed
• Generalizing Cross Entropy Loss with a Beta Proper Composite Loss: An Improved Loss Function for Open Set Recognition
  29 Sep 2021 0 repositories listed
• A novel network training approach for open set image recognition
  27 Sep 2021 0 repositories listed
• Recognition Awareness: An Application of Latent Cognizance to Open-Set Recognition
  27 Aug 2021 0 repositories listed
• An Adaptable Deep Learning-Based Intrusion Detection System to Zero-Day Attacks
  20 Aug 2021 0 repositories listed
• A Survey on Open Set Recognition
  18 Aug 2021 0 repositories listed
• M2IOSR: Maximal Mutual Information Open Set Recognition
  5 Aug 2021 0 repositories listed
• Reconstruction guided Meta-learning for Few Shot Open Set Recognition
  31 Jul 2021 0 repositories listed
• Self-supervised Detransformation Autoencoder for Representation Learning in Open Set Recognition
  28 May 2021 0 repositories listed
• Teacher-Explorer-Student Learning: A Novel Learning Method for Open Set Recognition
  23 Mar 2021 0 repositories listed
• Collective Decision of One-vs-Rest Networks for Open Set Recognition
  18 Mar 2021 0 repositories listed
• Deep Compact Polyhedral Conic Classifier for Open and Closed Set Recognition
  24 Feb 2021 0 repositories listed
• Dense outlier detection and open-set recognition based on training with noisy negative images
  22 Jan 2021 0 repositories listed
• An Empirical Exploration of Open-Set Recognition via Lightweight Statistical Pipelines
  1 Jan 2021 0 repositories listed
• Empowering Knowledge Distillation via Open Set Recognition for Robust 3D Point Cloud Classification
  25 Oct 2020 0 repositories listed
• A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World Learning
  3 Sep 2020 0 repositories listed
• Open Set Recognition with Conditional Probabilistic Generative Models
  12 Aug 2020 0 repositories listed
• ID-Conditioned Auto-Encoder for Unsupervised Anomaly Detection
  10 Jul 2020 0 repositories listed
• More Information Supervised Probabilistic Deep Face Embedding Learning
  8 Jun 2020 0 repositories listed
• Open-Set Recognition with Gaussian Mixture Variational Autoencoders
  3 Jun 2020 0 repositories listed
• Generative-Discriminative Feature Representations for Open-Set Recognition
  1 Jun 2020 0 repositories listed
• Open Set Wireless Transmitter Authorization: Deep Learning Approaches and Dataset Considerations
  3 May 2020 0 repositories listed
• Boosting Deep Open World Recognition by Clustering
  20 Apr 2020 0 repositories listed
• One-vs-Rest Network-based Deep Probability Model for Open Set Recognition
  17 Apr 2020 0 repositories listed
• Deep Learning and Open Set Malware Classification: A Survey
  8 Apr 2020 0 repositories listed
• Hybrid Models for Open Set Recognition
  27 Mar 2020 0 repositories listed
• Hierarchical Models: Intrinsic Separability in High Dimensions
  15 Mar 2020 0 repositories listed
• Deep Learning Approaches for Open Set Wireless Transmitter Authorization
  18 Feb 2020 0 repositories listed
• Open-set learning with augmented categories by exploiting unlabelled data
  4 Feb 2020 0 repositories listed
• Implicit supervision for fault detection and segmentation of emerging fault types with Deep Variational Autoencoders
  28 Dec 2019 0 repositories listed
• Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets?
  30 Oct 2019 0 repositories listed
• Face Detection on Surveillance Images
  22 Oct 2019 0 repositories listed
• Open Set Medical Diagnosis
  7 Oct 2019 0 repositories listed
• Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers?
  26 Aug 2019 0 repositories listed
• Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning
  12 Aug 2019 0 repositories listed
• Primate Face Identification in the Wild
  3 Jul 2019 0 repositories listed
• Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition
  4 Jun 2019 0 repositories listed
• P-ODN: Prototype based Open Deep Network for Open Set Recognition
  6 May 2019 0 repositories listed
• Alignment Based Mathching Networks for One-Shot Classification and Open-Set Recognition
  1 May 2019 0 repositories listed
• An In-Depth Study on Open-Set Camera Model Identification
  11 Apr 2019 0 repositories listed
• C2AE: Class Conditioned Auto-Encoder for Open-set Recognition
  2 Apr 2019 0 repositories listed
• Open-Set Recognition Using Intra-Class Splitting
  12 Mar 2019 0 repositories listed
• Alignment Based Matching Networks for One-Shot Classification and Open-Set Recognition
  11 Mar 2019 0 repositories listed
• Deep CNN-based Multi-task Learning for Open-Set Recognition
  7 Mar 2019 0 repositories listed
• The Importance of Metric Learning for Robotic Vision: Open Set Recognition and Active Learning
  27 Feb 2019 0 repositories listed
• Individual common dolphin identification via metric embedding learning
  9 Jan 2019 0 repositories listed
• Recent Advances in Open Set Recognition: A Survey
  21 Nov 2018 0 repositories listed
• Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension
  1 Nov 2018 0 repositories listed
• Learning the Compositional Spaces for Generalized Zero-shot Learning
  17 Oct 2018 0 repositories listed
• Distribution Networks for Open Set Learning
  20 Sep 2018 0 repositories listed
• Open Set Learning with Counterfactual Images
  1 Sep 2018 0 repositories listed
• Collective decision for open set recognition
  29 Jun 2018 0 repositories listed
• Recent Advances in Zero-shot Recognition
  13 Oct 2017 0 repositories listed
• Denoising Autoencoders for Overgeneralization in Neural Networks
  14 Sep 2017 0 repositories listed
• Adversarial Robustness: Softmax versus Openmax
  5 Aug 2017 0 repositories listed
• Polyhedral Conic Classifiers for Visual Object Detection and Classification
  1 Jul 2017 0 repositories listed
• Vocabulary-informed Extreme Value Learning
  28 May 2017 0 repositories listed
• Specialized Support Vector Machines for Open-set Recognition
  13 Jun 2016 0 repositories listed
• Semi-supervised Vocabulary-informed Learning
  24 Apr 2016 0 repositories listed
• Toward an Efficient Multi-class Classification in an Open Universe
  2 Nov 2015 0 repositories listed