Browse State-of-the-Art › Novelty Detection › Papers, page 2

Novelty Detection

Papers archive 2025-07-28

archive papers tagged: 249 · with a code link: 84 · where Syntology ran a sample: 15 (12 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (15 of 249 tagged: 12 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 249, 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.

• Remembering Transformer for Continual Learning
  11 Apr 2024 0 repositories listed
• Beyond the Known: Adversarial Autoencoders in Novelty Detection
  6 Apr 2024 0 repositories listed
• Hypothesis-Driven Deep Learning for Out of Distribution Detection
  21 Mar 2024 0 repositories listed
• Towards Explainable, Safe Autonomous Driving with Language Embeddings for Novelty Identification and Active Learning: Framework and Experimental Analysis with Real-World Data Sets
  11 Feb 2024 0 repositories listed
• Self-supervised New Activity Detection in Sensor-based Smart Environments
  17 Jan 2024 0 repositories listed
• Managing the unknown: a survey on Open Set Recognition and tangential areas
  14 Dec 2023 0 repositories listed
• Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models
  5 Dec 2023 0 repositories listed
• Incremental Object-Based Novelty Detection with Feedback Loop
  15 Nov 2023 0 repositories listed
• Novelty Detection in Reinforcement Learning with World Models
  12 Oct 2023 0 repositories listed
• Diversity for Contingency: Learning Diverse Behaviors for Efficient Adaptation and Transfer
  11 Oct 2023 0 repositories listed
• OpenPatch: a 3D patchwork for Out-Of-Distribution detection
  5 Oct 2023 0 repositories listed
• Environment-biased Feature Ranking for Novelty Detection Robustness
  21 Sep 2023 0 repositories listed
• Continual Improvement of Threshold-Based Novelty Detection
  5 Sep 2023 0 repositories listed
• Information Processing by Neuron Populations in the Central Nervous System: Mathematical Structure of Data and Operations
  5 Sep 2023 0 repositories listed
• Language Models for Novelty Detection in System Call Traces
  5 Sep 2023 0 repositories listed
• Searching for Novel Chemistry in Exoplanetary Atmospheres using Machine Learning for Anomaly Detection
  15 Aug 2023 0 repositories listed
• Multi-Scale Memory Comparison for Zero-/Few-Shot Anomaly Detection
  9 Aug 2023 0 repositories listed
• Adaptive learning of density ratios in RKHS
  30 Jul 2023 0 repositories listed
• Unsupervised Anomaly Detection via Nonlinear Manifold Learning
  15 Jun 2023 0 repositories listed
• Zero-Shot Anomaly Detection with Pre-trained Segmentation Models
  15 Jun 2023 0 repositories listed
• WePaMaDM-Outlier Detection: Weighted Outlier Detection using Pattern Approaches for Mass Data Mining
  9 Jun 2023 0 repositories listed
• A Robust Likelihood Model for Novelty Detection
  6 Jun 2023 0 repositories listed
• A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship Attribution
  8 May 2023 0 repositories listed
• RSC-VAE: Recoding Semantic Consistency Based VAE for One-Class Novelty Detection
  7 May 2023 0 repositories listed
• Open-World Continual Learning: Unifying Novelty Detection and Continual Learning
  20 Apr 2023 0 repositories listed
• Improving novelty detection with generative adversarial networks on hand gesture data
  13 Apr 2023 0 repositories listed
• Adaptable and Interpretable Framework for Novelty Detection in Real-Time IoT Systems
  6 Apr 2023 0 repositories listed
• On the link between generative semi-supervised learning and generative open-set recognition
  21 Mar 2023 0 repositories listed
• Robust Semi-Supervised Anomaly Detection via Adversarially Learned Continuous Noise Corruption
  2 Mar 2023 0 repositories listed
• Methods and Mechanisms for Interactive Novelty Handling in Adversarial Environments
  28 Feb 2023 0 repositories listed
• Open Set Action Recognition via Multi-Label Evidential Learning
  27 Feb 2023 0 repositories listed
• DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics
  23 Jan 2023 0 repositories listed
• Novelty Detection in Network Traffic: Using Survival Analysis for Feature Identification
  16 Jan 2023 0 repositories listed
• Novelty Detection for Election Fraud: A Case Study with Agent-Based Simulation Data
  29 Nov 2022 0 repositories listed
• Connective Reconstruction-based Novelty Detection
  25 Oct 2022 0 repositories listed
• Novelty Detection in Time Series via Weak Innovations Representation: A Deep Learning Approach
  24 Oct 2022 0 repositories listed
• Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids
  23 Sep 2022 0 repositories listed
• Parameterizing Kterm Hashing
  2 Aug 2022 0 repositories listed
• Out-of-Distribution Detection using BiGAN and MDL
  3 Jun 2022 0 repositories listed
• Zero Day Threat Detection Using Graph and Flow Based Security Telemetry
  4 May 2022 0 repositories listed
• KNN-Contrastive Learning for Out-of-Domain Intent Classification
  1 May 2022 0 repositories listed
• Unknown Face Presentation Attack Detection via Localised Learning of Multiple Kernels
  22 Apr 2022 0 repositories listed
• TransductGAN: a Transductive Adversarial Model for Novelty Detection
  29 Mar 2022 0 repositories listed
• Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies
  25 Mar 2022 0 repositories listed
• Monitoring Time Series With Missing Values: a Deep Probabilistic Approach
  9 Mar 2022 0 repositories listed
• Novelty Detection: A Perspective from Natural Language Processing
  1 Mar 2022 0 repositories listed
• SAFE-OCC: A Novelty Detection Framework for Convolutional Neural Network Sensors and its Application in Process Control
  3 Feb 2022 0 repositories listed
• Keeping Deep Lithography Simulators Updated: Global-Local Shape-Based Novelty Detection and Active Learning
  24 Jan 2022 0 repositories listed
• ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network
  16 Dec 2021 0 repositories listed
• Out-of-Distribution Detection Without Class Labels
  14 Dec 2021 0 repositories listed
• In-flight Novelty Detection with Convolutional Neural Networks
  7 Dec 2021 0 repositories listed
• New Perspective on Progressive GANs Distillation for One-class Novelty Detection
  15 Sep 2021 0 repositories listed
• Autoencoder-based Semantic Novelty Detection: Towards Dependable AI-based Systems
  24 Aug 2021 0 repositories listed
• A Survey on Open Set Recognition
  18 Aug 2021 0 repositories listed
• Evaluating the Use of Reconstruction Error for Novelty Localization
  28 Jul 2021 0 repositories listed
• Hack The Box: Fooling Deep Learning Abstraction-Based Monitors
  10 Jul 2021 0 repositories listed
• Learning Deep Classifiers Consistent With Fine-Grained Novelty Detection
  19 Jun 2021 0 repositories listed
• Novelty Detection via Contrastive Learning with Negative Data Augmentation
  18 Jun 2021 0 repositories listed
• The Difficulty of Novelty Detection in Open-World Physical Domains: An Application to Angry Birds
  16 Jun 2021 0 repositories listed
• From Unsupervised to Semi-supervised Anomaly Detection Methods for HRRP Targets
  10 Jun 2021 0 repositories listed
• Latent Space Exploration Using Generative Kernel PCA
  28 May 2021 0 repositories listed
• Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms
  26 May 2021 0 repositories listed
• Measuring Novelty in Autonomous Vehicles Motion Using Local Outlier Factor Algorithm
  24 Apr 2021 0 repositories listed
• An Efficient One-Class SVM for Anomaly Detection in the Internet of Things
  22 Apr 2021 0 repositories listed
• Holmes: An Efficient and Lightweight Semantic Based Anomalous Email Detector
  16 Apr 2021 0 repositories listed
• Unsupervised Class-Incremental Learning Through Confusion
  9 Apr 2021 0 repositories listed
• Integrating Novelty Detection Capabilities with MSL Mastcam Operations to Enhance Data Analysis
  23 Mar 2021 0 repositories listed
• System-reliability based multi-ensemble of GAN and one-class joint Gaussian distributions for unsupervised real-time structural health monitoring
  1 Feb 2021 0 repositories listed
• OAAE: Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space
  7 Jan 2021 0 repositories listed
• Novelty Detection with Rotated Contrastive Predictive Coding
  1 Jan 2021 0 repositories listed
• Constraints on Hebbian and STDP learned weights of a spiking neuron
  14 Dec 2020 0 repositories listed
• Variational Beam Search for Novelty Detection
  23 Nov 2020 0 repositories listed
• Adaptive Matching of Kernel Means
  16 Nov 2020 0 repositories listed
• Robot in the mirror: toward an embodied computational model of mirror self-recognition
  9 Nov 2020 0 repositories listed
• A Nonparametric Unsupervised Learning Approach for Structural Damage Detection
  28 Sep 2020 0 repositories listed
• NN-EVCLUS: Neural Network-based Evidential Clustering
  27 Sep 2020 0 repositories listed
• Text Classification with Novelty Detection
  23 Sep 2020 0 repositories listed
• Dynamic Horizon Value Estimation for Model-based Reinforcement Learning
  21 Sep 2020 0 repositories listed
• Image quality assessment for closed-loop computer-assisted lung ultrasound
  20 Aug 2020 0 repositories listed
• Neural Neighborhood Encoding for Classification
  19 Aug 2020 0 repositories listed
• Novelty Detection Through Model-Based Characterization of Neural Networks
  13 Aug 2020 0 repositories listed
• Multiple Class Novelty Detection Under Data Distribution Shift
  1 Aug 2020 0 repositories listed
• Utilizing Patch-level Category Activation Patterns for Multiple Class Novelty Detection
  1 Aug 2020 0 repositories listed
• P-KDGAN: Progressive Knowledge Distillation with GANs for One-class Novelty Detection
  14 Jul 2020 0 repositories listed
• Deep Learning for Anomaly Detection: A Review
  6 Jul 2020 0 repositories listed
• Improving auto-encoder novelty detection using channel attention and entropy minimization
  3 Jul 2020 0 repositories listed
• Feature Extraction for Novelty Detection in Network Traffic
  30 Jun 2020 0 repositories listed
• Fast Training of Deep Networks with One-Class CNNs
  28 Jun 2020 0 repositories listed
• Deep Context-Aware Novelty Detection
  1 Jun 2020 0 repositories listed
• An Entropy Based Outlier Score and its Application to Novelty Detection for Road Infrastructure Images
  27 May 2020 0 repositories listed
• Difference-Seeking Generative Adversarial Network--Unseen Sample Generation
  1 May 2020 0 repositories listed
• Discriminative Multi-level Reconstruction under Compact Latent Space for One-Class Novelty Detection
  3 Mar 2020 0 repositories listed
• Open-set learning with augmented categories by exploiting unlabelled data
  4 Feb 2020 0 repositories listed
• Novelty Detection via Non-Adversarial Generative Network
  3 Feb 2020 0 repositories listed
• Information bottleneck through variational glasses
  2 Dec 2019 0 repositories listed
• Novelty Detection Via Blurring
  27 Nov 2019 0 repositories listed
• Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy
  16 Nov 2019 0 repositories listed
• Deep Variational Semi-Supervised Novelty Detection
  12 Nov 2019 0 repositories listed
• Evaluating Research Novelty Detection: Counterfactual Approaches
  1 Nov 2019 0 repositories listed
• Novelty Detection and Learning from Extremely Weak Supervision
  1 Nov 2019 0 repositories listed