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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 2 of 3: papers 101 to 200 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.

• Deep Active Learning via Open Set Recognition
  4 Jul 2020 1 repository listed
• MMF: A loss extension for feature learning in open set recognition
  26 Jun 2020 1 repository listed
• Fully Convolutional Open Set Segmentation
  25 Jun 2020 1 repository listed
• Few-Shot Open-Set Recognition using Meta-Learning
  27 May 2020 1 repository listed
• Class Anchor Clustering: a Loss for Distance-based Open Set Recognition
  6 Apr 2020 1 repository listed
• Conditional Gaussian Distribution Learning for Open Set Recognition
  19 Mar 2020 1 repository listed
• An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments
  26 Feb 2020 1 repository listed
• Classification-Reconstruction Learning for Open-Set Recognition
  11 Dec 2018 1 repository listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• AP18-OLR Challenge: Three Tasks and Their Baselines
  2 Jun 2018 1 repository listed
• Sparse Representation-based Open Set Recognition
  6 May 2017 1 repository listed
• Hyperbolic Dual Feature Augmentation for Open-Environment
  10 Jun 2025 0 repositories listed
• Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation
  19 May 2025 0 repositories listed
• Malware families discovery via Open-Set Recognition on Android manifest permissions
  19 May 2025 0 repositories listed
• Structure-based Anomaly Detection and Clustering
  19 May 2025 0 repositories listed
• Open-Set Plankton Recognition
  14 Mar 2025 0 repositories listed
• SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models
  11 Mar 2025 0 repositories listed
• Open-Set Recognition of Novel Species in Biodiversity Monitoring
  3 Mar 2025 0 repositories listed
• G-OSR: A Comprehensive Benchmark for Graph Open-Set Recognition
  1 Mar 2025 0 repositories listed
• A Survey of Text Classification Under Class Distribution Shift
  18 Feb 2025 0 repositories listed
• Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data
  25 Jan 2025 0 repositories listed
• Unlocking Transfer Learning for Open-World Few-Shot Recognition
  15 Nov 2024 0 repositories listed
• Feature-Space Semantic Invariance: Enhanced OOD Detection for Open-Set Domain Generalization
  11 Nov 2024 0 repositories listed
• Electromagnetic Scattering Kernel Guided Reciprocal Point Learning for SAR Open-Set Recognition
  7 Nov 2024 0 repositories listed
• Data-Driven Hierarchical Open Set Recognition
  4 Nov 2024 0 repositories listed
• FSOS-AMC: Few-Shot Open-Set Learning for Automatic Modulation Classification
  14 Oct 2024 0 repositories listed
• Solution for OOD-CV Workshop SSB Challenge 2024 (Open-Set Recognition Track)
  30 Sep 2024 0 repositories listed
• Effects of Common Regularization Techniques on Open-Set Recognition
  3 Sep 2024 0 repositories listed
• Gallery-Aware Uncertainty Estimation For Open-Set Face Recognition
  26 Aug 2024 0 repositories listed
• Advanced Vision Transformers and Open-Set Learning for Robust Mosquito Classification: A Novel Approach to Entomological Studies
  12 Aug 2024 0 repositories listed
• Comparison of Embedded Spaces for Deep Learning Classification
  3 Aug 2024 0 repositories listed
• Open Set Recognition for Random Forest
  1 Aug 2024 0 repositories listed
• Towards Open-Set Myoelectric Gesture Recognition via Dual-Perspective Inconsistency Learning
  29 Jul 2024 0 repositories listed
• Zero-X: A Blockchain-Enabled Open-Set Federated Learning Framework for Zero-Day Attack Detection in IoV
  3 Jul 2024 0 repositories listed
• OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning
  2 Jul 2024 0 repositories listed
• Cascading Unknown Detection with Known Classification for Open Set Recognition
  10 Jun 2024 0 repositories listed
• Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample Detection
  9 May 2024 0 repositories listed
• Revealing the Two Sides of Data Augmentation: An Asymmetric Distillation-based Win-Win Solution for Open-Set Recognition
  28 Apr 2024 0 repositories listed
• Open-Set Video-based Facial Expression Recognition with Human Expression-sensitive Prompting
  26 Apr 2024 0 repositories listed
• Know Yourself Better: Diverse Discriminative Feature Learning Improves Open Set Recognition
  16 Apr 2024 0 repositories listed
• Out-of-Distribution Data: An Acquaintance of Adversarial Examples -- A Survey
  8 Apr 2024 0 repositories listed
• ROG_(PL): Robust Open-Set Graph Learning via Region-Based Prototype Learning
  28 Feb 2024 0 repositories listed
• Taking Class Imbalance Into Account in Open Set Recognition Evaluation
  9 Feb 2024 0 repositories listed
• All Beings Are Equal in Open Set Recognition
  31 Jan 2024 0 repositories listed
• Open-Set Facial Expression Recognition
  23 Jan 2024 0 repositories listed
• From Coarse to Fine-Grained Open-Set Recognition
  1 Jan 2024 0 repositories listed
• A Survey on Open-Set Image Recognition
  25 Dec 2023 0 repositories listed
• Class Information Guided Reconstruction for Automatic Modulation Open-Set Recognition
  20 Dec 2023 0 repositories listed
• Managing the unknown: a survey on Open Set Recognition and tangential areas
  14 Dec 2023 0 repositories listed
• Towards Open-set Gesture Recognition via Feature Activation Enhancement and Orthogonal Prototype Learning
  5 Dec 2023 0 repositories listed
• Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach
  27 Nov 2023 0 repositories listed
• EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge
  18 Nov 2023 0 repositories listed
• Familiarity-Based Open-Set Recognition Under Adversarial Attacks
  8 Nov 2023 0 repositories listed
• Analysis and Applications of Deep Learning with Finite Samples in Full Life-Cycle Intelligence of Nuclear Power Generation
  7 Nov 2023 0 repositories listed
• Open-Set Object Recognition Using Mechanical Properties During Interaction
  2 Nov 2023 0 repositories listed
• MENTOR: Human Perception-Guided Pretraining for Increased Generalization
  30 Oct 2023 0 repositories listed
• Recursive Counterfactual Deconfounding for Object Recognition
  25 Sep 2023 0 repositories listed
• Latent Space Energy-based Model for Fine-grained Open Set Recognition
  19 Sep 2023 0 repositories listed
• Detecting Unknown Attacks in IoT Environments: An Open Set Classifier for Enhanced Network Intrusion Detection
  14 Sep 2023 0 repositories listed
• LORD: Leveraging Open-Set Recognition with Unknown Data
  24 Aug 2023 0 repositories listed
• An Entropy-Awareness Meta-Learning Method for SAR Open-Set ATR
  20 Aug 2023 0 repositories listed
• Learning Large Margin Sparse Embeddings for Open Set Medical Diagnosis
  10 Jul 2023 0 repositories listed
• OpenAPMax: Abnormal Patterns-based Model for Real-World Alzheimer's Disease Diagnosis
  3 Jul 2023 0 repositories listed
• OpenClinicalAI: An Open and Dynamic Model for Alzheimer's Disease Diagnosis
  3 Jul 2023 0 repositories listed
• OpenNDD: Open Set Recognition for Neurodevelopmental Disorders Detection
  28 Jun 2023 0 repositories listed
• Open-Set RF Fingerprinting via Improved Prototype Learning
  24 Jun 2023 0 repositories listed
• Learning for Transductive Threshold Calibration in Open-World Recognition
  19 May 2023 0 repositories listed
• MDENet: Multi-modal Dual-embedding Networks for Malware Open-set Recognition
  2 May 2023 0 repositories listed
• Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification
  8 Apr 2023 0 repositories listed
• On the link between generative semi-supervised learning and generative open-set recognition
  21 Mar 2023 0 repositories listed
• M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios
  9 Mar 2023 0 repositories listed
• Open-World Object Detection via Discriminative Class Prototype Learning
  23 Feb 2023 0 repositories listed
• Zero-Knowledge Zero-Shot Learning for Novel Visual Category Discovery
  9 Feb 2023 0 repositories listed
• Subject-Independent Brain-Computer Interfaces with Open-Set Subject Recognition
  19 Jan 2023 0 repositories listed
• Cascade Evidential Learning for Open-World Weakly-Supervised Temporal Action Localization
  1 Jan 2023 0 repositories listed
• FedPD: Federated Open Set Recognition with Parameter Disentanglement
  1 Jan 2023 0 repositories listed
• Deep Simplex Classifier for Maximizing the Margin in Both Euclidean and Angular Spaces
  22 Dec 2022 0 repositories listed
• Spatial-Temporal Attention Network for Open-Set Fine-Grained Image Recognition
  25 Nov 2022 0 repositories listed
• MetaMax: Improved Open-Set Deep Neural Networks via Weibull Calibration
  20 Nov 2022 0 repositories listed
• PartCom: Part Composition Learning for 3D Open-Set Recognition
  20 Nov 2022 0 repositories listed
• Feature Decoupling in Self-supervised Representation Learning for Open Set Recognition
  28 Sep 2022 0 repositories listed
• Understanding Open-Set Recognition by Jacobian Norm and Inter-Class Separation
  23 Sep 2022 0 repositories listed
• Open Set Recognition For Music Genre Classification
  15 Sep 2022 0 repositories listed
• Measuring Human Perception to Improve Open Set Recognition
  8 Sep 2022 0 repositories listed
• Deep Open-Set Recognition for Silicon Wafer Production Monitoring
  30 Aug 2022 0 repositories listed
• Open Long-Tailed Recognition in a Dynamic World
  17 Aug 2022 0 repositories listed
• Eight Years of Face Recognition Research: Reproducibility, Achievements and Open Issues
  8 Aug 2022 0 repositories listed
• Towards Accurate Open-Set Recognition via Background-Class Regularization
  21 Jul 2022 0 repositories listed Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
• Rectifying Open-set Object Detection: A Taxonomy, Practical Applications, and Proper Evaluation
  20 Jul 2022 0 repositories listed
• Rethinking Few-Shot Class-Incremental Learning with Open-Set Hypothesis in Hyperbolic Geometry
  20 Jul 2022 0 repositories listed
• Few-shot Open-set Recognition Using Background as Unknowns
  19 Jul 2022 0 repositories listed
• Orthogonal-Coding-Based Feature Generation for Transductive Open-Set Recognition via Dual-Space Consistent Sampling
  13 Jul 2022 0 repositories listed
• Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors
  12 Jul 2022 0 repositories listed
• Class-Specific Semantic Reconstruction for Open Set Recognition
  5 Jul 2022 0 repositories listed
• Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting
  28 Jun 2022 0 repositories listed
• Open-Set Recognition with Gradient-Based Representations
  16 Jun 2022 0 repositories listed
• OOD Augmentation May Be at Odds with Open-Set Recognition
  9 Jun 2022 0 repositories listed
• Evaluating Uncertainty Calibration for Open-Set Recognition
  15 May 2022 0 repositories listed
• Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training
  14 May 2022 0 repositories listed
• Representation learning with function call graph transformations for malware open set recognition
  13 May 2022 0 repositories listed
• Prototype-based Domain Generalization Framework for Subject-Independent Brain-Computer Interfaces
  15 Apr 2022 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.