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Novelty Detection

Scientific Novelty Detection

Papers

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Showing 151–200 of 249 papers

TitleStatusHype
The Difficulty of Novelty Detection in Open-World Physical Domains: An Application to Angry Birds—0
The empirical Christoffel function with applications in data analysis—0
Time-dependent Hierarchical Dirichlet Model for Timeline Generation—0
Towards Explainable, Safe Autonomous Driving with Language Embeddings for Novelty Identification and Active Learning: Framework and Experimental Analysis with Real-World Data Sets—0
TransductGAN: a Transductive Adversarial Model for Novelty Detection—0
Uncertainty Quantification in Continual Open-World Learning—0
Unknown Face Presentation Attack Detection via Localised Learning of Multiple Kernels—0
Unsupervised Anomaly Detection via Nonlinear Manifold Learning—0
Unsupervised Class-Incremental Learning Through Confusion—0
Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging—0
Utilizing Patch-level Category Activation Patterns for Multiple Class Novelty Detection—0
Variational Beam Search for Novelty Detection—0
Visualizing Image Content to Explain Novel Image Discovery—0
WePaMaDM-Outlier Detection: Weighted Outlier Detection using Pattern Approaches for Mass Data Mining—0
Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection—0
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines—0
Zero Day Threat Detection Using Graph and Flow Based Security Telemetry—0
OCKELM+: Kernel Extreme Learning Machine based One-class Classification using Privileged Information (or KOC+: Kernel Ridge Regression or Least Square SVM with zero bias based One-class Classification using Privileged Information)—0
Zero-Shot Anomaly Detection with Pre-trained Segmentation Models—0
A comparative evaluation of novelty detection algorithms for discrete sequences—0
Feature Extraction for Novelty Detection in Network Traffic—0
A Contrastive Teacher-Student Framework for Novelty Detection under Style Shifts—0
Adaptable and Interpretable Framework for Novelty Detection in Real-Time IoT Systems—0
Adaptive learning of density ratios in RKHS—0
Adaptive Matching of Kernel Means—0
An Efficient One-Class SVM for Anomaly Detection in the Internet of Things—0
An Entropy Based Outlier Score and its Application to Novelty Detection for Road Infrastructure Images—0
An Improved System for Sentence-level Novelty Detection in Textual Streams—0
Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms—0
A Nonparametric Unsupervised Learning Approach for Structural Damage Detection—0
A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks—0
AquaSignal: An Integrated Framework for Robust Underwater Acoustic Analysis—0
A Robust Likelihood Model for Novelty Detection—0
ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network—0
Novelty Detection in Reinforcement Learning with World Models—0
A Survey of Inductive Biases for Factorial Representation-Learning—0
A Survey on Open Set Recognition—0
A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship Attribution—0
Autoencoder-based Semantic Novelty Detection: Towards Dependable AI-based Systems—0
Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree—0
Beyond the Known: Adversarial Autoencoders in Novelty Detection—0
Calibration of One-Class SVM for MV set estimation—0
Self-supervised New Activity Detection in Sensor-based Smart Environments—0
CND-IDS: Continual Novelty Detection for Intrusion Detection Systems—0
Discriminative Multi-level Reconstruction under Compact Latent Space for One-Class Novelty Detection—0
Comparison Visual Instruction Tuning—0
CONCLAD: COntinuous Novel CLAss Detector—0
Connective Reconstruction-based Novelty Detection—0
Constraints on Hebbian and STDP learned weights of a spiking neuron—0
Continual Improvement of Threshold-Based Novelty Detection—0
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